⬆️ Bump jax from 0.4.30 to 0.4.31

[dependabot]

Bumps jax from 0.4.30 to 0.4.31.

Changelog

Sourced from jax's changelog.

jax 0.4.31 (July 29, 2024)

• Deletion

  • xmap has been deleted. Please use {func}shard_map as the replacement.

• Changes

  • The minimum CuDNN version is v9.1. This was true in previous releases also, but we now declare this version constraint formally.
  • The minimum Python version is now 3.10. 3.10 will remain the minimum supported version until July 2025.
  • The minimum NumPy version is now 1.24. NumPy 1.24 will remain the minimum supported version until December 2024.
  • The minimum SciPy version is now 1.10. SciPy 1.10 will remain the minimum supported version until January 2025.
  • {func}jax.numpy.ceil, {func}jax.numpy.floor and {func}jax.numpy.trunc now return the output of the same dtype as the input, i.e. no longer upcast integer or boolean inputs to floating point.
  • libdevice.10.bc is no longer bundled with CUDA wheels. It must be installed either as a part of local CUDA installation, or via NVIDIA's CUDA pip wheels.
  • {class}jax.experimental.pallas.BlockSpec now expects block_shape to be passed before index_map. The old argument order is deprecated and will be removed in a future release.
  • Updated the repr of gpu devices to be more consistent with TPUs/CPUs. For example, cuda(id=0) will now be CudaDevice(id=0).
  • Added the device property and to_device method to {class}jax.Array, as part of JAX's Array API support.

• Deprecations

  • Removed a number of previously-deprecated internal APIs related to polymorphic shapes. From {mod}jax.core: removed canonicalize_shape, dimension_as_value, definitely_equal, and symbolic_equal_dim.
  • HLO lowering rules should no longer wrap singleton ir.Values in tuples. Instead, return singleton ir.Values unwrapped. Support for wrapped values will be removed in a future version of JAX.
  • {func}jax.experimental.jax2tf.convert with native_serialization=False or enable_xla=False is now deprecated and this support will be removed in a future version. Native serialization has been the default since JAX 0.4.16 (September 2023).
  • The previously-deprecated function jax.random.shuffle has been removed; instead use jax.random.permutation with independent=True.

jaxlib 0.4.31 (July 29, 2024)

• Bug fixes
  • Fixed a bug that meant that negative static_argnums to a jit were mishandled by the jit dispatch fast path.
  • Fixed a bug that meant triangular solves of batches of singular matrices produce nonsensical finite values, instead of inf or nan (#3589, #15429).

Commits

• 7fd9302 Start JAX and jaxlib 0.4.31 release
• f070c06 Merge pull request #22703 from Rifur13:plugin-fix
• 9beb4f1 Merge pull request #19760 from Blair-Johnson:fix-pytree-grads-sparse
• 802a14c Re-pack gradients of jax.experimental.sparse.grad() to match original pytrees...
• 85e83b5 Merge pull request #22690 from jakevdp:inplace-doc
• d1c0d99 Bump the minimum CUDNN version to v9.1.
• 6127baa Ignore the Deprecation warning produced about native_serialization=False.
• fd23b87 Bump minimum SciPy version to 1.10.
• cfa1e78 Improve documentation for jnp.put, jnp.place, jnp.fill_diagonal
• 0224235 Skip cuda backend initialization if no nvidia GPUs are visible.
• Additional commits viewable in compare view

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[dionhaefner]

@dependabot rebase