Bump jaxlib from 0.1.61 to 0.1.71

[dependabot[bot]]

Bumps jaxlib from 0.1.61 to 0.1.71.

Changelog

Sourced from jaxlib's changelog.

jaxlib 0.1.61 (February 12 2021)

jaxlib 0.1.60 (Febuary 3 2021)

• Bug fixes:
  • Fixed a memory leak when converting CPU DeviceArrays to NumPy arrays. The memory leak was present in jaxlib releases 0.1.58 and 0.1.59.
  • bool, int8, and uint8 are now considered safe to cast to bfloat16 NumPy extension type.

jax 0.2.9 (January 26 2021)

• GitHub commits.
• New features:
  • Extend the {mod}jax.experimental.loops module with support for pytrees. Improved error checking and error messages.
  • Add {func}jax.experimental.enable_x64 and {func}jax.experimental.disable_x64. These are context managers which allow X64 mode to be temporarily enabled/disabled within a session.
• Breaking changes:
  • {func}jax.ops.segment_sum now drops segment IDs that are out of range rather than wrapping them into the segment ID space. This was done for performance reasons.

jaxlib 0.1.59 (January 15 2021)

jax 0.2.8 (January 12 2021)

• GitHub commits.
• New features:
  • Add {func}jax.closure_convert for use with higher-order custom derivative functions. ({jax-issue}[#5244](https://github.com/google/jax/issues/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. ({jax-issue}[#5243](https://github.com/google/jax/issues/5243))
• Bug fixes:
  • jax.numpy.arccosh now returns the same branch as numpy.arccosh for complex inputs ({jax-issue}[#5156](https://github.com/google/jax/issues/5156))
  • host_callback.id_tap now works for jax.pmap also. There is an 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 ({jax-issue}[#5182](https://github.com/google/jax/issues/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 ({jax-issue}[#5243](https://github.com/google/jax/issues/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 '['.

... (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

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

---

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot merge` will merge this PR after your CI passes on it - `@dependabot squash and merge` will squash and merge this PR after your CI passes on it - `@dependabot cancel merge` will cancel a previously requested merge and block automerging - `@dependabot reopen` will reopen this PR if it is closed - `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually - `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)

[dependabot[bot]]

Superseded by #224.