⬆️ Bump jax from 0.4.23 to 0.4.24

[dependabot]

Bumps jax from 0.4.23 to 0.4.24.

Release notes

Sourced from jax's releases.

JAX release v0.4.24

jaxlib release v0.4.24

Changelog

Sourced from jax's changelog.

jax 0.4.24

• Changes

  • JAX lowering to StableHLO does not depend on physical devices anymore. If your primitive wraps custom_paritioning or JAX callbacks in the lowering rule i.e. function passed to rule parameter of mlir.register_lowering then add your primitive to jax._src.dispatch.prim_requires_devices_during_lowering set. This is needed because custom_partitioning and JAX callbacks need physical devices to create Shardings during lowering. This is a temporary state until we can create Shardings without physical devices.
  • {func}jax.numpy.argsort and {func}jax.numpy.sort now support the stable and descending arguments.
  • Several changes to the handling of shape polymorphism (used in {mod}jax.experimental.jax2tf and {mod}jax.experimental.export):
    • cleaner pretty-printing of symbolic expressions ({jax-issue}[#19227](https://github.com/google/jax/issues/19227))
    • added the ability to specify symbolic constraints on the dimension variables. This makes shape polymorphism more expressive, and gives a way to workaround limitations in the reasoning about inequalities. See https://github.com/google/jax/blob/main/jax/experimental/jax2tf/README.md#user-specified-symbolic-constraints.
    • with the addition of symbolic constraints ({jax-issue}[#19235](https://github.com/google/jax/issues/19235)) we now consider dimension variables from different scopes to be different, even if they have the same name. Symbolic expressions from different scopes cannot interact, e.g., in arithmetic operations. Scopes are introduced by {func}jax.experimental.jax2tf.convert, {func}jax.experimental.export.symbolic_shape, {func}jax.experimental.export.symbolic_args_specs. The scope of a symbolic expression e can be read with e.scope and passed in to the above functions to direct them to construct sybolic expressions in a given scope. See https://github.com/google/jax/blob/main/jax/experimental/jax2tf/README.md#user-specified-symbolic-constraints.
    • simplified and faster equality comparisons, where we consider two symbolic dimensions to be equal if the normalized form of their difference reduces to 0 ({jax-issue}[#19231](https://github.com/google/jax/issues/19231); note that this may result in user-visible behavior changes)
    • improved the error messages for inconclusive inequality comparisons ({jax-issue}[#19235](https://github.com/google/jax/issues/19235)).
    • the core.non_negative_dim API (introduced recently) was deprecated and core.max_dim and core.min_dim were introduced ({jax-issue}[#18953](https://github.com/google/jax/issues/18953)) to express max and min for symbolic dimensions. You can use core.max_dim(d, 0) instead of core.non_negative_dim(d).
    • the shape_poly.is_poly_dim is deprecated in favor of export.is_symbolic_dim ({jax-issue}[#19282](https://github.com/google/jax/issues/19282)).
    • the export.args_specs is deprecated in favor of export.symbolic_args_specs ({jax-issue}#19283`).
    • the shape_poly.PolyShape and jax2tf.PolyShape are deprecated, use strings for polymorphic shapes specifications ({jax-issue}[#19284](https://github.com/google/jax/issues/19284)).
    • JAX default native serialization version is now 9. This is relevant for {mod}jax.experimental.jax2tf and {mod}jax.experimental.export. See description of version numbers.

... (truncated)

Commits

• 9e94e6e Fixed a typo in min/max Triton lowering rules
• b53f757 Merge pull request #19667 from jakevdp:array-empty-repr
• c1c0c1c Merge pull request #19634 from jakevdp:key-reuse-scan
• d9cbd7b Improve repr for empty jax.Array
• 69a9f7f Merge pull request #19629 from jakevdp:key-reuse-pjit
• 206398a Merge pull request #19599 from ROCm:rocm-add-triton_command_buffer
• be99451 Merge pull request #19665 from jakevdp:disable-jit-doc
• 82611eb document that under disable_jit, individual primitives are still compiled
• f01c27f [ROCm]: Add ROCm command buffer support for triton kernel
• e224c3d Update XLA dependency to use revision
• Additional commits viewable in compare view

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[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (bcf52fc) 84.47% compared to head (29f3ee4) 84.47%.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #576   +/-   ##
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  Coverage   84.47%   84.47%           
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  Files          86       86           
  Lines        7451     7451           
  Branches     1298     1298           
=======================================
  Hits         6294     6294           
  Misses        884      884           
  Partials      273      273           

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