Update jax[cpu] requirement from <0.3.24 to <0.3.25

[dependabot]

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

Changelog

Sourced from jax[cpu]'s changelog.

jax 0.3.24 (Nov 4, 2022)

• Changes
  • JAX should be faster to import. We now import scipy lazily, which accounted for a significant fraction of JAX's import time.
  • Setting the env var JAX_PERSISTENT_CACHE_MIN_COMPILE_TIME_SECS=$N can be used to limit the number of cache entries written to the persistent cache. By default, computations that take 1 second or more to compile will be cached.
    • Added {func}jax.scipy.stats.mode.
  • The default device order used by pmap on TPU if no order is specified now matches jax.devices() for single-process jobs. Previously the two orderings differed, which could lead to unnecessary copies or out-of-memory errors. Requiring the orderings to agree simplifies matters.
• Breaking Changes
  • {func}jax.numpy.gradient now behaves like most other functions in {mod}jax.numpy, and forbids passing lists or tuples in place of arrays ({jax-issue}[#12958](https://github.com/google/jax/issues/12958))
  • Functions in {mod}jax.numpy.linalg and {mod}jax.numpy.fft now uniformly require inputs to be array-like: i.e. lists and tuples cannot be used in place of arrays. Part of {jax-issue}[#7737](https://github.com/google/jax/issues/7737).
• Deprecations
  • jax.sharding.MeshPspecSharding has been renamed to jax.sharding.NamedSharding. jax.sharding.MeshPspecSharding name will be removed in 3 months.

jaxlib 0.3.24 (Nov 4, 2022)

• Changes
  • Buffer donation now works on CPU. This may break code that marked buffers for donation on CPU but relied on donation not being implemented.

jax 0.3.23 (Oct 12, 2022)

• Changes
  • Update Colab TPU driver version for new jaxlib release.

jax 0.3.22 (Oct 11, 2022)

• Changes
  • Add JAX_PLATFORMS=tpu,cpu as default setting in TPU initialization, so JAX will raise an error if TPU cannot be initialized instead of falling back to CPU. Set JAX_PLATFORMS='' to override this behavior and automatically choose an available backend (the original default), or set JAX_PLATFORMS=cpu to always use CPU regardless of if the TPU is available.
• Deprecations
  • Several test utilities deprecated in JAX v0.3.8 are now removed from {mod}jax.test_util.

jaxlib 0.3.22 (Oct 11, 2022)

jax 0.3.21 (Sep 30, 2022)

• GitHub commits.
• Changes
  • The persistent compilation cache will now warn instead of raising an exception on error ({jax-issue}[#12582](https://github.com/google/jax/issues/12582)), so program execution can continue

... (truncated)

Commits

• 46368e4 [sparse] Update the guard of cusparse SpMM and SpMv algorithms to cusparse ve...
• 974134f Merge pull request #13103 from mattjj:issue13099
• 4033007 improve error when f_vjp gets more than one argument
• 2e384ce Prepare for release of jax and jaxlib 0.3.24
• 2b4735f Merge pull request #13094 from mattjj:fix-random-docs-table
• dba9fc0 Merge pull request #13000 from skye:self_hosted_tpu
• 8c22e34 Add Github Actions workflow that runs on a self-hosted TPU VM runner.
• 478bd3e fix comparison table in random docs
• f4be5ab Merge pull request #12219 from jakevdp:indexing-slice
• 532cd7e Skip the benchmarks properly via state.skip_with_error when enough devices ar...
• Additional commits viewable in compare view

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