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Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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Jax: jaxlib-v0.3.2 Release

Release date:
March 15, 2022
Previous version:
jaxlib-v0.3.0 (released February 10, 2022)
Magnitude:
19,405 Diff Delta
Contributors:
33 total committers
Data confidence:
Commits:
202 impacting commits

202 Commits in this Release

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

Update JAX to use new math libraries in ROCm-5.0.
Authored February 15, 2022
Add separate mechanism for threading name stacks to the lowering
Authored October 28, 2021
Add some functions for spectral analysis.
Authored February 3, 2022
JaxTestCase: set numpy_rank_promotion='raise' by default
Authored February 1, 2022
Copybara import of the project:
Authored February 11, 2022
[sparse] change call signature of coo primitive wrappers
Authored March 7, 2022
re-implement `custom_transpose` without upfront staging.
Authored January 21, 2022
Xmap GDA integration. Non-contiguous mesh is allowed!
Authored February 17, 2022
Increase minimum jaxlib version to 0.3.0.
Authored March 4, 2022
Document jax.nn.initializers.
Authored March 7, 2022
Rollback of:
Authored March 2, 2022
remove `_const` from public `jax.lax` module
Authored March 7, 2022
[sparse] track sorted columns for COO GPU lowerings
Authored March 9, 2022
Set in_positional_semantics should be GLOBAL for fully replicated values to avoid recompilation.
Authored March 15, 2022
Try adding support for nesting with_sharding_constraint in MANUAL xmaps
Authored February 15, 2022
[remove units] make JaxprTrace.process_call not introduce units
Authored February 7, 2022
lax_numpy.py: factor ufuncs into their own private submodule
Authored March 15, 2022
DOC: add ability to document extra_params within _wraps
Authored February 10, 2022
Factor-out pieces of lax_numpy.py
Authored March 1, 2022
JaxTestCase: set jax_numpy_rank_promotion='raise' by default
Authored February 14, 2022
Make `mesh_axes` on GDA strict by only allowing PartitionSpecs to be consistent with pjit.
Authored March 7, 2022
remove `_convert_element_type` from public `jax.lax` module
Authored March 10, 2022
Merge `mesh` and `Mesh`. Make `Mesh` a context manager + class so that it can be used in the following ways:
Authored February 17, 2022
Always treat all mesh axes controlled by xmap as MANUAL
Authored February 22, 2022
Refactor Jaxpr pretty-printing to use a `JaxprPpSettings` named tuple
Authored March 9, 2022
Implement the JAX transfer guard API
Authored February 14, 2022
Remove jax.ops.index... functions.
Authored February 17, 2022
Add a partial_eval_jaxpr_custom_rule for xmap
Authored February 15, 2022
Add the input avals to Lowered and Compiled.
Authored March 9, 2022
[sparse]: COO: check for sorted rows before cusparse lowering
Authored March 8, 2022
[JAX] Update ann to use XLA based fallback ApproxTopK.
Authored March 15, 2022
Documentation improvements.
Authored March 8, 2022
Add an API compatibility policy.
Authored February 17, 2022
lax_numpy.py: factor out some common utilities
Authored March 10, 2022
Improve TPU v2 and v3 mesh_utils.create_device_mesh logic.
Authored March 8, 2022
* Make _old_env thread local so that it can be used in multiple threads.
Authored February 18, 2022
cleanup: remove _constant_like in favor of lax._const
Authored March 2, 2022
convert to doctest
Authored March 3, 2022
implement `jnp.expand_dims` and `jnp.stack` for PRNGKeyArrays
Authored February 17, 2022
Turn execute_replicated into a class so we can access its fields.
Authored February 18, 2022

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Top Contributors in jaxlib-v0.3.2

jakevdp
yashk2810
reza-rahimi-144f
hawkinsp
froystig
a-googler
sharadmv
apaszke
yotarok
mattjj

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