Update jax requirement from !=0.4.36,<=0.4.37,>=0.4.24 to >=0.4.24,!=0.4.36,<=0.4.38 in the jax group

[dependabot]

Updates the requirements on jax to permit the latest version.
Updates jax to 0.4.38

Release notes

Sourced from jax's releases.

JAX v0.4.38

• Changes:

  • jax.tree.flatten_with_path and jax.tree.map_with_path are added as shortcuts of the corresponding tree_util functions.

• Deprecations

  • a number of APIs in the internal jax.core namespace have been deprecated. Most were no-ops, were little-used, or can be replaced by APIs of the same name in jax.extend.core; see the documentation for {mod}jax.extend for information on the compatibility guarantees of these semi-public extensions.
  • Several previously-deprecated APIs have been removed, including:
    • from jax.core: check_eqn, check_type, check_valid_jaxtype, and non_negative_dim.
    • from jax.lib.xla_bridge: xla_client and default_backend.
    • from jax.lib.xla_client: _xla and bfloat16.
    • from jax.numpy: round_.

• New Features

  • jax.export.export can be used for device-polymorphic export with shardings constructed with {func}jax.sharding.AbstractMesh. See the jax.export documentation.
  • Added jax.lax.split. This is a primitive version of jax.numpy.split, added because it yields a more compact transpose during automatic differentiation.

Changelog

Sourced from jax's changelog.

jax 0.4.38 (Dec 17, 2024)

• Changes:

  • jax.tree.flatten_with_path and jax.tree.map_with_path are added as shortcuts of the corresponding tree_util functions.

• Deprecations

  • a number of APIs in the internal jax.core namespace have been deprecated. Most were no-ops, were little-used, or can be replaced by APIs of the same name in {mod}jax.extend.core; see the documentation for {mod}jax.extend for information on the compatibility guarantees of these semi-public extensions.
  • Several previously-deprecated APIs have been removed, including:
    • from {mod}jax.core: check_eqn, check_type, check_valid_jaxtype, and non_negative_dim.
    • from {mod}jax.lib.xla_bridge: xla_client and default_backend.
    • from {mod}jax.lib.xla_client: _xla and bfloat16.
    • from {mod}jax.numpy: round_.

• New Features

  • {func}jax.export.export can be used for device-polymorphic export with shardings constructed with {func}jax.sharding.AbstractMesh. See the jax.export documentation.
  • Added {func}jax.lax.split. This is a primitive version of {func}jax.numpy.split, added because it yields a more compact transpose during automatic differentiation.

jax 0.4.37 (Dec 9, 2024)

This is a patch release of jax 0.4.36. Only "jax" was released at this version.

• Bug fixes
  • Fixed a bug where jit would error if an argument was named f (#25329).
  • Fix a bug that will throw index out of range error in {func}jax.lax.while_loop if the user register pytree node class with different aux data for the flatten and flatten_with_path.
  • Pinned a new libtpu release (0.0.6) that fixes a compiler bug on TPU v6e.

jax 0.4.36 (Dec 5, 2024)

• Breaking Changes

  • This release lands "stackless", an internal change to JAX's tracing machinery. We made trace dispatch purely a function of context rather than a function of both context and data. This let us delete a lot of machinery for managing data-dependent tracing: levels, sublevels, post_process_call, new_base_main, custom_bind, and so on. The change should only affect users that use JAX internals.

    If you do use JAX internals then you may need to update your code (see jax-ml/jax@c36e1f7

... (truncated)

Commits

• c4e3f5a Release v0.4.38
• 0fa5419 Merge pull request #25456 from jakevdp:xla-abstractify
• 7fe2579 Update XLA dependency to use revision
• 7bbba40 Merge pull request #25473 from adamjstewart:build/no-git
• 7de9eb2 Reverts 525b646c0ebd5205f4fa0639c94adb2de47e1cf0
• 4911a39 [Mosaic TPU] Add support for the interleaved pack format to tpu.unpack_subele...
• 36b12d5 [Mosaic GPU] Add end-to-end lowering example for a pointwise kernel using the...
• 2c722d9 Cleanup: toward merging core.concrete_aval & xla.abstractify
• 473e2bf Put abstract_mesh on every eqn so that we can preserve it during eval_jaxpr...
• e1f037b Reduce the max_examples for splash attention tests
• Additional commits viewable in compare view

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[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 95.60%. Comparing base (9998c7c) to head (6c73a84).

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #1492      +/-   ##
==========================================
- Coverage   95.60%   95.60%   -0.01%     
==========================================
  Files          98       98              
  Lines       25417    25417              
==========================================
- Hits        24301    24300       -1     
- Misses       1116     1117       +1     

see 3 files with indirect coverage changes

[github-actions]

|             benchmark_name             |         dt(%)          |         dt(s)          |        t_new(s)        |        t_old(s)        | 
| -------------------------------------- | ---------------------- | ---------------------- | ---------------------- | ---------------------- |
 test_build_transform_fft_lowres         |     -2.52 +/- 7.18     | -1.36e-02 +/- 3.88e-02 |  5.27e-01 +/- 1.8e-02  |  5.41e-01 +/- 3.4e-02  |
 test_equilibrium_init_medres            |     -1.53 +/- 2.00     | -6.42e-02 +/- 8.41e-02 |  4.14e+00 +/- 3.1e-02  |  4.20e+00 +/- 7.8e-02  |
 test_equilibrium_init_highres           |     -0.32 +/- 1.32     | -1.73e-02 +/- 7.20e-02 |  5.42e+00 +/- 5.4e-02  |  5.44e+00 +/- 4.8e-02  |
 test_objective_compile_dshape_current   |     -0.77 +/- 1.13     | -3.03e-02 +/- 4.45e-02 |  3.92e+00 +/- 2.7e-02  |  3.95e+00 +/- 3.5e-02  |
 test_objective_compute_dshape_current   |     +0.64 +/- 1.73     | +3.29e-05 +/- 8.92e-05 |  5.19e-03 +/- 7.1e-05  |  5.16e-03 +/- 5.4e-05  |
 test_objective_jac_dshape_current       |     +1.57 +/- 5.63     | +6.54e-04 +/- 2.35e-03 |  4.24e-02 +/- 1.9e-03  |  4.17e-02 +/- 1.3e-03  |
 test_perturb_2                          |     -0.34 +/- 2.46     | -6.81e-02 +/- 4.88e-01 |  1.98e+01 +/- 3.7e-01  |  1.98e+01 +/- 3.2e-01  |
 test_proximal_freeb_jac                 |     +0.55 +/- 0.98     | +4.08e-02 +/- 7.22e-02 |  7.41e+00 +/- 5.4e-02  |  7.37e+00 +/- 4.8e-02  |
 test_solve_fixed_iter                   |     +0.75 +/- 2.67     | +2.40e-01 +/- 8.54e-01 |  3.22e+01 +/- 7.2e-01  |  3.19e+01 +/- 4.6e-01  |
 test_LinearConstraintProjection_build   |     +4.76 +/- 6.22     | +4.91e-01 +/- 6.40e-01 |  1.08e+01 +/- 6.1e-01  |  1.03e+01 +/- 1.9e-01  |
 test_build_transform_fft_midres         |     -2.75 +/- 5.59     | -1.79e-02 +/- 3.64e-02 |  6.34e-01 +/- 3.1e-02  |  6.52e-01 +/- 1.9e-02  |
 test_build_transform_fft_highres        |     +0.16 +/- 3.59     | +1.64e-03 +/- 3.64e-02 |  1.02e+00 +/- 2.9e-02  |  1.01e+00 +/- 2.1e-02  |
 test_equilibrium_init_lowres            |     +4.22 +/- 4.07     | +1.72e-01 +/- 1.66e-01 |  4.24e+00 +/- 1.3e-01  |  4.07e+00 +/- 1.0e-01  |
 test_objective_compile_atf              |     -1.35 +/- 2.53     | -1.14e-01 +/- 2.14e-01 |  8.34e+00 +/- 1.1e-01  |  8.45e+00 +/- 1.9e-01  |
 test_objective_compute_atf              |     +3.77 +/- 10.18    | +6.36e-04 +/- 1.72e-03 |  1.75e-02 +/- 8.1e-04  |  1.69e-02 +/- 1.5e-03  |
 test_objective_jac_atf                  |     -0.17 +/- 2.12     | -3.50e-03 +/- 4.27e-02 |  2.01e+00 +/- 3.6e-02  |  2.01e+00 +/- 2.2e-02  |
 test_perturb_1                          |     -2.55 +/- 2.56     | -4.01e-01 +/- 4.03e-01 |  1.53e+01 +/- 2.4e-01  |  1.57e+01 +/- 3.2e-01  |
 test_proximal_jac_atf                   |     -0.02 +/- 0.66     | -1.37e-03 +/- 5.55e-02 |  8.36e+00 +/- 4.8e-02  |  8.36e+00 +/- 2.7e-02  |
 test_proximal_freeb_compute             |     -0.15 +/- 1.29     | -3.01e-04 +/- 2.61e-03 |  2.03e-01 +/- 1.9e-03  |  2.03e-01 +/- 1.8e-03  |
 test_solve_fixed_iter_compiled          |     +0.62 +/- 0.81     | +1.30e-01 +/- 1.71e-01 |  2.11e+01 +/- 1.4e-01  |  2.10e+01 +/- 1.0e-01  |