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Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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Jax jaxlib-v0.4.6

Jax: jaxlib-v0.4.6 Release

Release date:
March 9, 2023
Previous version:
jaxlib-v0.4.4 (released February 16, 2023)
Magnitude:
21,059 Diff Delta
Contributors:
36 total committers
Data confidence:
Commits:
205 impacting commits

205 Commits in this Release

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

internal: avoid unused imports in lax_numpy
Authored March 8, 2023
Refactor effects system to use effect types, not objects
Authored February 2, 2023
add remat tutorial docs
Authored December 21, 2022
Add `JaxprInputEffect` and refactor `StateEffect`s to use it
Authored February 17, 2023
Replace jax._src.util.prod with math.prod
Authored February 28, 2023
Refactor `Ref` abstract type to contain other `AbstractValue`s
Authored February 17, 2023
Bump minimum jaxlib version to 0.4.4 which means xla_extension_version >= 127
Authored February 24, 2023
Roll back #14792
Authored March 8, 2023
[shard-map] add systematic tests for eager, jit, autodiff
Authored February 15, 2023
Shorten alias chains for names exported in jax. namespace
Authored March 1, 2023
[jax2tf] Add support for cross-platform lowering in native serialization
Authored February 20, 2023
custom_jvp symbolic zeros support
Authored February 17, 2023
attach debug info to jaxpr, pass to mlir/mhlo
Authored March 2, 2023
[jax2tf] Clean up the support for cross-lowering
Authored February 28, 2023
roll back to avoid weakref constraints
Authored March 2, 2023
[shape_poly, call_tf] Some improvements for call_tf in a shape polymorphic program
Authored March 8, 2023
[sparse] bring sparse.csr API in line with sparse.coo
Authored February 16, 2023
A different way to achieve cross-platform lowering, withouth any
Authored February 26, 2023
add result info to mhlo, fixes #14780
Authored March 7, 2023
lax_vmap_test: Extend timeout so that the TPU variant can run in ASAN
Authored March 7, 2023
Add sharding to the signature of shard_args and update
Authored March 2, 2023
Internal change
Authored March 7, 2023
[sparse] modify impl rules to always use lowering path
Authored February 16, 2023
Split _src/traceback_util.py into its own Bazel target
Authored March 9, 2023
Split some submodules out of //jax under Bazel
Authored March 9, 2023
Add support for XLAGather with 2-D Batch Dimensions for `enable_xla=False`
Authored February 23, 2023
Replace usage of {in|out}_axis_resources with {in|out}_shardings
Authored February 28, 2023
Remove more exported names from jax.interpreters.xla
Authored February 16, 2023
[shard-map] add annotations and notes to shard_map_test.py
Authored February 17, 2023
[sparse] test coo/csr extra nse
Authored February 17, 2023
[sparse] fix GPU warnings in cusparse test
Authored March 7, 2023
Rename `jax.sharding.OpShardingSharding` to `jax.sharding.GSPMDSharding`
Authored February 18, 2023
lax_test: Create a separate module for lax-specific test utils in a new package
Authored February 16, 2023
Delete `PyShardedBuffer` since it was only used for GDAs and GDA is deprecated
Authored February 21, 2023
[shard_map] make debug_print work with shard_map, eager and jit
Authored March 9, 2023
jnp.ndarray.view: implement all dtypes
Authored February 17, 2023
[sparse] simplify bcoo_dot_general GPU lowering rule
Authored March 2, 2023
Fix nondeterminism issue with ordered effects
Authored February 24, 2023
[sparse] improve worst-case nse in spdot_general
Authored March 8, 2023
[sparse] bcoo_dot_general_sampled: another special case
Authored February 24, 2023

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Top Contributors in jaxlib-v0.4.6

jakevdp
mattjj
sharadmv
hawkinsp
gnecula
yashk2810
pschuh
pizzud
a-googler
skye

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