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Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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Jax: jaxlib-v0.4.7 Release

Release date:
March 27, 2023
Previous version:
jaxlib-v0.4.6 (released March 9, 2023)
Magnitude:
19,033 Diff Delta
Contributors:
31 total committers
Data confidence:
Commits:
204 impacting commits

204 Commits in this Release

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

Remove GDA tests from JAX since GDA is deprecated. There are jax.Array tests for all the corresponding GDA tests
Authored March 15, 2023
Remove GDA from JAX since jax.Array is the default type and cannot be disabled anymore as per https://jax.readthedocs.io/en/latest/jax_array_migration.html#how-can-i-disable-jax-array-for-now
Authored March 15, 2023
[jax2tf] Documentation for the native serialization mode
Authored March 14, 2023
[Jax cleanup]
Authored March 16, 2023
[jax2tf] Clean up the jax2tf sharding_tests.
Authored March 21, 2023
make mlir arg and result names work with static_argnums/argnames
Authored March 18, 2023
Bump minimum jaxlib version to 0.4.6 which means xla_extension_version == 137 and mlir_api_version == 45
Authored March 14, 2023
Fix loc and scale parameters in scipy.logistic. Add CDF and SF for several distributions.
Authored March 12, 2023
[dynamic-shapes] make dynamic shape staging-to-jaxpr work with pjit
Authored March 23, 2023
Improve pytype inference for Sharding type.
Authored March 14, 2023
[JAX] Delete ShardedDeviceArray.
Authored March 20, 2023
Remove the helper jit functions from api.py
Authored March 16, 2023
Switch JAX to use the OpenXLA repository.
Authored February 14, 2023
[jax2tf] Add the first version of a custom call backwards compatibility test
Authored March 16, 2023
Remove dispatch.result_handlers since they are not used.
Authored March 17, 2023
improve scan error messages
Authored March 23, 2023
[jax2tf] Improvements to the documentation
Authored March 19, 2023
[jax2tf] Refactor the native lowering
Authored March 12, 2023
Redefine `compile_and_serialize` as `serialize(lowered.compile())`.
Authored March 23, 2023
Remove PJRT C API bypass.
Authored March 24, 2023
make mlir arg and result names work with pmap
Authored March 18, 2023
Split Mesh and ResourceEnv into a new module jax._src.mesh.
Authored March 10, 2023
[jax2tf] Refactor the backwards compatibility tests.
Authored March 17, 2023
Migrate igammac_p off xla_fallback path
Authored March 24, 2023
lax_numpy: move quantile-based functions to reductions.py
Authored March 23, 2023
Migrate regularized_incomplete_beta_p off xla_fallback
Authored March 24, 2023
[jax2tf] Fix grad of pjit in native lowering.
Authored March 21, 2023
internal: refactor array methods into separate private submodule
Authored March 23, 2023
Deprecated xla_call_p since it has been replaced with pjit.pjit_p
Authored March 23, 2023
[jax2tf] Add Sharding backward compatibility test
Authored March 17, 2023
jnp.ndarray.at: deprecate passing additional arguments by position
Authored March 13, 2023
Add padding option "SAME_LOWER" for ticket https://github.com/google/jax/pull/14990
Authored March 23, 2023
Delete remote TPU support.
Authored March 24, 2023
[PJRT C API] Add parsing PJRT client create options from json file.
Authored March 21, 2023
Remove pxla.OutputType enum class now that the only output can be jax.Array
Authored March 20, 2023
[jax2tf] Refactor the JAX native lowering to separate out the TF-specific parts
Authored March 10, 2023
Error if jax_array or jax_jit_pjit_api_merge is set to False.
Authored March 17, 2023
Add support for using pip-installed CUDA wheels.
Authored October 27, 2022
Split _src modules cloud_tpu_init, lazy_loader, path, monitoring into their own pytype_library Bazel targets.
Authored March 9, 2023
Remove in_positional_semantics and out_positional_semantics from xmap
Authored March 17, 2023

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Top Contributors in jaxlib-v0.4.7

yashk2810
gnecula
hawkinsp
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