Bump jaxlib from 0.1.56 to 0.1.59

[dependabot]

Bumps jaxlib from 0.1.56 to 0.1.59.

Changelog

Sourced from jaxlib's changelog.

jaxlib 0.1.59 (January 15 2021)

jax 0.2.8 (January 12 2021)

• GitHub commits <https://github.com/google/jax/compare/jax-v0.2.7...jax-v0.2.8>__.

• New features:

  • Add :func:jax.closure_convert for use with higher-order custom derivative functions. ([#5244](https://github.com/google/jax/issues/5244) <https://github.com/google/jax/pull/5244>_)
  • Add :func:jax.experimental.host_callback.call to call a custom Python function on the host and return a result to the device computation. ([#5243](https://github.com/google/jax/issues/5243) <https://github.com/google/jax/pull/5243>_)

• Bug fixes:

  • jax.numpy.arccosh now returns the same branch as numpy.arccosh for complex inputs ([#5156](https://github.com/google/jax/issues/5156) <https://github.com/google/jax/pull/5156>_)
  • host_callback.id_tap now works for jax.pmap also. There is a optional parameter for id_tap and id_print to request that the device from which the value is tapped be passed as a keyword argument to the tap function ([#5182](https://github.com/google/jax/issues/5182) <https://github.com/google/jax/pull/5182>_).

• Breaking changes:

  • jax.numpy.pad now takes keyword arguments. Positional argument constant_values has been removed. In addition, passing unsupported keyword arguments raises an error.

  • Changes for :func:jax.experimental.host_callback.id_tap ([#5243](https://github.com/google/jax/issues/5243) <https://github.com/google/jax/pull/5243>_):

    • Removed support for kwargs for :func:jax.experimental.host_callback.id_tap. (This support has been deprecated for a few months.)
    • Changed the printing of tuples for :func:jax.experimental.host_callback.id_print to use '(' instead of '['.
    • Changed the :func:jax.experimental.host_callback.id_print in presence of JVP to print a pair of primal and tangent. Previously, there were two separate print operations for the primals and the tangent.
    • host_callback.outfeed_receiver has been removed (it is not necessary, and was deprecated a few months ago).

• New features:

  • New flag for debugging infs, analagous to that for NaNs ([#5224](https://github.com/google/jax/issues/5224) <https://github.com/google/jax/pull/5224>_).

jax 0.2.7 (Dec 4 2020)

• GitHub commits <https://github.com/google/jax/compare/jax-v0.2.6...jax-v0.2.7>__.

• New features:

... (truncated)

Commits

• c5d6281 Merge pull request #5430 from skye:fix
• 0927c29 Disable another test that requires omnistaging
• f79182c Merge pull request #5429 from jakevdp:disable-broken-test
• 26262cb disable test that requires omnistaging
• 670f537 Merge pull request #5425 from hawkinsp:typing
• 1abf383 Remove type overloads for tree_map and tree_multimap.
• 500849d Merge pull request #5424 from skye:workspace
• 62b864a Update WORKSPACE and jaxlib version to 0.1.59
• 6e19774 Merge pull request #5423 from hawkinsp:typed
• f13a63f Merge pull request #5422 from gnecula:tap_no_args
• Additional commits viewable in compare view

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[dependabot]

Superseded by #166.