Bump jaxlib from 0.1.56 to 0.1.71

[dependabot]

Bumps jaxlib from 0.1.56 to 0.1.71.

Changelog

Sourced from jaxlib's changelog.

jaxlib 0.1.71 (Sep 1, 2021)

• Breaking changes:
  • Support for CUDA 11.0 and CUDA 10.1 has been dropped. Jaxlib now supports CUDA 10.2 and CUDA 11.1+.

jax 0.2.19 (Aug 12, 2021)

• GitHub commits.
• Breaking changes:

  • Support for NumPy 1.17 has been dropped, per the deprecation policy. Please upgrade to a supported NumPy version.

  • The jit decorator has been added around the implementation of a number of operators on JAX arrays. This speeds up dispatch times for common operators such as +.

    This change should largely be transparent to most users. However, there is one known behavioral change, which is that large integer constants may now produce an error when passed directly to a JAX operator (e.g., x + 2**40). The workaround is to cast the constant to an explicit type (e.g., np.float64(2**40)).

• New features:
  • Improved the support for shape polymorphism in jax2tf for operations that need to use a dimension size in array computation, e.g., jnp.mean. ({jax-issue}[#7317](https://github.com/google/jax/issues/7317))
• Bug fixes:
  • Some leaked trace errors from the previous release ({jax-issue}[#7613](https://github.com/google/jax/issues/7613))

jaxlib 0.1.70 (Aug 9, 2021)

• Breaking changes:

  • Support for Python 3.6 has been dropped, per the deprecation policy. Please upgrade to a supported Python version.

  • Support for NumPy 1.17 has been dropped, per the deprecation policy. Please upgrade to a supported NumPy version.

  • The host_callback mechanism now uses one thread per local device for making the calls to the Python callbacks. Previously there was a single thread for all devices. This means that the callbacks may now be called interleaved. The callbacks corresponding to one device will still be called in sequence.

jax 0.2.18 (July 21 2021)

• GitHub commits.

• Breaking changes:

  • Support for Python 3.6 has been dropped, per the deprecation policy. Please upgrade to a supported Python version.

... (truncated)

Commits

• 63a7ad9 Merge pull request #7774 from yashk2810:workspace
• b317f6a Merge branch 'main' into workspace
• 67bea57 Update org_tensorflow commit for jaxlib release
• 64631c0 Merge pull request #7751 from avani17101:numpy-polyfit
• 4cb292f Merge pull request #7750 from jakevdp:install-docs
• a08a9ad Delete the generate_release_indexes file.
• 8d7ac70 Merge pull request #7717 from romanngg:init_dtypes
• 0cfa95c [XLA:Python] Fix bug where garbage collection was not being triggered suffici...
• c4d300c Implement np.polyfit
• 5f46206 Merge pull request #7758 from shoyer:fft-jit
• Additional commits viewable in compare view

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[dependabot]

Superseded by #245.