Bump jaxlib from 0.1.56 to 0.1.73

[dependabot]

Bumps jaxlib from 0.1.56 to 0.1.73.

Changelog

Sourced from jaxlib's changelog.

jaxlib 0.1.73 (Oct 18, 2021)

• Multiple cuDNN versions are now supported for jaxlib GPU cuda11 wheels.

  • cuDNN 8.2 or newer. We recommend using the cuDNN 8.2 wheel if your cuDNN installation is new enough, since it supports additional functionality.
  • cuDNN 8.0.5 or newer.

• Breaking changes:

  • The install commands for GPU jaxlib are as follows:

    pip install --upgrade pip
    Installs the wheel compatible with CUDA 11 and cuDNN 8.2 or newer.
    pip install --upgrade "jax[cuda]" -f https://storage.googleapis.com/jax-releases/jax_releases.html
    Installs the wheel compatible with Cuda 11 and cudnn 8.2 or newer.
    pip install jax[cuda=11,cudnn=82] -f https://storage.googleapis.com/jax-releases/jax_releases.html
    Installs the wheel compatible with Cuda 11 and cudnn 8.0.5 or newer.
    pip install jax[cuda=11,cudnn=805] -f https://storage.googleapis.com/jax-releases/jax_releases.html

jax 0.2.22 (Oct 12, 2021)

• GitHub commits.
• Breaking Changes

  • Static arguments to jax.pmap must now be hashable.

    Unhashable static arguments have long been disallowed on jax.jit, but they were still permitted on jax.pmap; jax.pmap compared unhashable static arguments using object identity.

    This behavior is a footgun, since comparing arguments using object identity leads to recompilation each time the object identity changes. Instead, we now ban unhashable arguments: if a user of jax.pmap wants to compare static arguments by object identity, they can define __hash__ and __eq__ methods on their objects that do that, or wrap their objects in an object that has those operations with object identity semantics. Another option is to use functools.partial to encapsulate the unhashable static arguments into the function object.

  • jax.util.partial was an accidental export that has now been removed. Use functools.partial from the Python standard library instead.

• Deprecations
  • The functions jax.ops.index_update, jax.ops.index_add etc. are deprecated and will be removed in a future JAX release. Please use the .at property on JAX arrays instead, e.g., x.at[idx].set(y). For now, these functions produce a DeprecationWarning.
• New features:

... (truncated)

Commits

• fbdeff0 Update the workspace file
• 48bbdbc Change jax.core.DropVar to be a non-singleton.
• 6c833a1 Merge pull request #8240 from jakevdp:dtype-annotations
• 95f4707 Remove xla_bridge.{constant, register_constant_handler, _python_scalar_consta...
• 93fe3ab Replace _ with - because wheel.py normalizes it to .
• 0f0bfca Skip test_bcoo_spdot_general because its failing OSS tests
• 8a261f0 Merge pull request #8261 from hawkinsp:real
• 9eb0680 Merge pull request #8260 from hawkinsp:unpack
• 8c3b212 Improve real type conversion in a couple more places.
• ef9ce1c Merge pull request #8259 from hawkinsp:xlabuilder
• Additional commits viewable in compare view

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[dependabot]

Superseded by #258.