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Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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Jax jaxlib-v0.4.12

Jax: jaxlib-v0.4.12 Release

Release date:
June 8, 2023
Previous version:
jaxlib-v0.4.11 (released May 31, 2023)
Magnitude:
4,680 Diff Delta
Contributors:
21 total committers
Data confidence:
Commits:
79 impacting commits

79 Commits in this Release

Ordered by the degree to which they evolved the repo in this version.

Bump minimum jaxlib version to 0.4.11. xla_extension_version is 158 and mlir_api_version is 49. It will subsume https://github.com/google/jax/pull/16161#issuecomment-1564977332
Authored June 1, 2023
Redefine the pile representation from concatenated to stacked-and-padded.
Authored May 5, 2023
[jax2tf] Add a backward compatibility test for tf.call_tf_function
Authored June 1, 2023
Allow GlobalAsyncCheckpointManager to work on a single process without initializing the distributed system.
Authored June 5, 2023
Use `_to_xla_hlo_sharding` everywhere in JAX. Remove `_to_xla_op_sharding` in favor of `_to_xla_hlo_sharding` since constructing a C++ class is faster than protos and will help with further changes coming to HloSharding.
Authored June 5, 2023
Convert OpSharding to HloSharding in the constructor of GSPMDSharding. Also make `op_sharding_to_indices` to work with only HloSharding.
Authored June 6, 2023
[shape_poly] Keep track of whether a lowering contains shape polymorphism
Authored May 31, 2023
Clean up old jaxlib version guards.
Authored June 6, 2023
Add support for dtype float8_e4m3b11fnuz
Authored June 6, 2023
Allow duck-typed inputs to zeros_like, ones_like, etc.
Authored June 6, 2023
[shape_poly] Add a polymorphic shape refinement MLIR pass accessible to JAX Python.
Authored June 3, 2023
jnp.roll: more efficient implementation for static shifts
Authored June 2, 2023
Make `inspect_sharding_lowering_rule` work only with HloSharding in it's callback. Also remove `get_replicated_op_sharding` since it is not needed anymore.
Authored June 7, 2023
custom prng: add shard methods to PRNGKeyArrayImpl
Authored June 1, 2023
[shape_poly] Enable calling from JAX modules that use shape polymorphism.
Authored June 6, 2023
fix checkify + custom_vjp after symbolic zeros change
Authored June 7, 2023
Improve printing of bints and piles, and allow bints in convert_element_type.
Authored May 18, 2023
jax.nn.softmax: fix fill value when where is specified
Authored June 1, 2023
Update profiling docs.
Authored May 30, 2023
Fix `get_tensorstore_spec` for GCS paths if ocdbt is enabled
Authored June 7, 2023
Simplify sharding types input to physical_hlo_sharding and lower_jaxpr_to_fun.
Authored June 7, 2023
Mark jax.abstract_arrays as deprecated
Authored June 6, 2023
Fix test_util for new float8 type
Authored June 8, 2023
Avoid IndexError when constructing a ValueError for a DeviceAssignmentMismatchError.
Authored June 2, 2023
Deprecate jax.numpy functions alltrue, sometrue, product, cumproduct
Authored June 2, 2023
fix key opaque dtype physical HLO sharding handler
Authored June 6, 2023
Simplify `are_op_shardings_equal` a bit so that some vertical space is reduced
Authored June 6, 2023
Add a test
Authored May 19, 2023
cleanup old jaxlib version check
Authored June 6, 2023
Remove some dead code (followup to #16159)
Authored May 28, 2023
Raise a better error.
Authored April 17, 2023
Tidy up in response to first review.
Authored June 3, 2023
Add .editorconfig
Authored June 2, 2023
revise vmap's axis_frame-getting logic
Authored May 24, 2023
Internal change
Authored June 1, 2023
Change the _most_recent_executable logic to store a weakref dict of jaxpr -> executable so that with the inner cpp cache and outer cpp cache, we extract the correct executable.
Authored June 5, 2023
Delete OpShardingSharding export since it has been 3 months since it was deprecated. Also remove deprecation warnings for MeshPspecSharding.
Authored June 8, 2023
Force the mask computation into 'int32' more consistently
Authored May 19, 2023
custom_parititioning: in lower sharding, Sharding should be XLACompatibleSharding.
Authored June 1, 2023
Add a comment at the end of autotuning a Triton function
Authored June 7, 2023

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Top Contributors in jaxlib-v0.4.12

yashk2810
jakevdp
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axch
mattjj
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froystig

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