Out-of-bounds indices to jax.ops.segment_sum will now be handled with
FILL_OR_DROP semantics, as documented. This primarily afects the
reverse-mode derivative, where gradients corresponding to out-of-bounds
indices will now be returned as 0. (#8634).
jax2tf will force the converted code to use XLA for the code fragments
under jax.jit, e.g., most jax.numpy functions ({jax-issue}[#7839](https://github.com/google/jax/issues/7839)).
jaxlib 0.1.74 (Nov 17, 2021)
Enabled peer-to-peer copies between GPUs. Previously, GPU copies were bounced via
the host, which is usually slower.
Added experimental MLIR Python bindings for use by JAX.
jax.random.choice and jax.random.permutation now support
multidimensional arrays and an optional axis argument ({jax-issue}[#8158](https://github.com/google/jax/issues/8158))
Breaking changes:
jax.numpy.take and jax.numpy.take_along_axis now require array-like inputs
(see {jax-issue}[#7737](https://github.com/google/jax/issues/7737))
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.
... (truncated)
Commits
2f4bd11 Merge pull request #8842 from google:yashk2810-patch-3
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dependabot[bot]
commented
2 years ago
Bumps jaxlib from 0.1.61 to 0.1.75.
Release notes
Sourced from jaxlib's releases.
Changelog
Sourced from jaxlib's changelog.
... (truncated)
Commits
2f4bd11Merge pull request #8842 from google:yashk2810-patch-3b0b853cUpdate WORKSPACE06cd1feMove dtype canonicalization out of core.AbstractValue subclasses.56f029f[jax] Add computation name to cache hit logging.803d3f2Merge pull request #8829 from LenaMartens:changelist/414499911bbf1a9bAdd checkify rule for scan.068bfbfRemove the TODO0bb7d20Move serialization/de-serialization of GDA into jax.5de2cecThreadis_gdato lower_mesh_computation. This is required because to lift t...01dd34b[MLIR] Use XLA implementation of sinh, instead of the CHLO lowering.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
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