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google/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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Jax 0.3.21

Jax: 0.3.21 Release

Release date:
September 30, 2022
Previous version:
0.3.20 (released March 9, 2023)
Magnitude:
1,561 Diff Delta
Contributors:
9 total committers
Data confidence:
Commits:
23 impacting commits

23 Commits in this Release

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

Roll back https://github.com/google/jax/pull/12588 because of test failures
Authored September 30, 2022
[dynamic-shapes] Add basic slicing support
Authored September 26, 2022
Make persistent compilation cache warn instead of raise an error on cache read/write failures
Authored September 27, 2022
Fix `process_allgather` to work with `jax.Array`.
Authored September 29, 2022
[typing] use jax.Array annotations in random.py
Authored September 29, 2022
Improve the checks done in `Array` and apply them to all `Sharding`s rather than just `XLACompatibleSharding`.
Authored September 30, 2022
Raise cond index into tracing context in case of effects.
Authored September 16, 2022
jnp.take: add optional arguments forwarded to lax.gather
Authored September 29, 2022
Add HLOSharding's repr to OpShardingSharding since its more compact.
Authored September 28, 2022
Disable dynamic_api_test and custom_object_test.py with jax.Array. Enable it back when support for it is added. Also don't use xla_shape since its deprecated.
Authored September 29, 2022
Convert shardings in `jit` path to OpShardingSharding to avoid recompilation when semantically similar shardings are used in `jit`.
Authored September 29, 2022
Remove unused jax_unique_mhlo_module_names flag.
Authored September 29, 2022
Add jax_array coverage to debug_nans_test
Authored September 30, 2022
Use `Array` in `__repr__` instead of the class name which is `ArrayImpl`.
Authored September 28, 2022
Fix jax2tf import so it works with both the latest tensorflow release (2.10.0) and tf-nightly
Authored September 30, 2022
Run tests in multiprocess_gpu_test only if the backend is GPU.
Authored September 29, 2022
Pin default jax.tools.colab_tpu.setup_tpu driver version.
Authored September 30, 2022
Update version numbers after release.
Authored September 28, 2022
Update xla_sharding import path to new location
Authored September 29, 2022
Replace `jax.xla.DeviceArray` private type with the new public type `jax.Array`.
Authored September 28, 2022
random.permutation: use unique_indices=True for efficiency
Authored September 29, 2022
Make debug_nans_test.py pass with jax_array=1. Both with enabled and disabled jax_array flag and --pdb_post_mortem, we fall to the same place.
Authored September 29, 2022
Fix typo in faq.rst.
Authored September 30, 2022

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Top Contributors in 0.3.21

jake-vanderplas-1c1d
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