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Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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Jax jaxlib-v0.1.74

Jax: jaxlib-v0.1.74 Release

Release date:
November 17, 2021
Previous version:
jaxlib-v0.1.73 (released October 18, 2021)
Magnitude:
5,231 Diff Delta
Contributors:
16 total committers
Data confidence:
Commits:
61 impacting commits

61 Commits in this Release

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

[JAX] Port lax translation rules to updated XLA translation rule API.
Authored October 19, 2021
Move xla_bridge.constant to jax.interpreter.xla.pyval_to_ir_constant.
Authored October 19, 2021
[JAX] move example libraries from `jax.experimental` into `jax.example_libraries`
Authored October 20, 2021
[sparse] add todense() primitive for use in sparsify transform
Authored October 26, 2021
Delete xla_bridge.xla.dtype_to_etype, replace it with jax.interpreters.xla.dtype_to_primitive_type.
Authored October 19, 2021
[XLA:TPU] Adding approximate nearest neighbor search on TPU feature to JAX.
Authored October 19, 2021
make iter(DeviceArray) return DeviceArrays w/o sync
Authored July 22, 2020
[sparse] implement broadcasted sparse-dense multiplication
Authored October 21, 2021
[sparse] add sparse.random_bcoo() utility
Authored October 26, 2021
special.lpmn: use more canonical testing approach
Authored October 19, 2021
add fft normalisation
Authored October 20, 2021
Implements padding support for lax.reduce_window when enable_xla=False.
Authored October 20, 2021
Add jax.distributed.initialize for multi-host GPU.
Authored October 25, 2021
[sparse] avoid default jit-compilation of sparse array functions
Authored October 26, 2021
Add a default cuda installation path and more explicit installation paths for CUDA jaxlib.
Authored October 19, 2021
[XLA:TPU] Support jvp/vjp in approx_top_k
Authored October 20, 2021
jit(f).lower(...) works w/ duck typed shape/dtype
Authored October 28, 2021
stats.multivariate_normal: support broadcasted inputs
Authored October 19, 2021
benchmarks: add compilation of sparse operations
Authored October 26, 2021
Improve pytype checking of XLA types inside JAX.
Authored October 19, 2021
Fixes a dtype bug in the conversion of dynamic_slice when enable_xla=False.
Authored October 20, 2021
lax_numpy: replace some reshapes with expand_dims
Authored October 28, 2021
[sparse] respect weak types in sparsify transform
Authored October 18, 2021
benchmarks: add JIT versions of sparse.BCOO benchmarks
Authored October 26, 2021
[JAX] Update users of `jax.ops.index...` functions, which are deprecated.
Authored October 19, 2021
[sparse] add .block_until_ready() to sparse objects
Authored October 21, 2021
[XLA:TPU] Fix shape bug for k=1 in ApproxTopK
Authored October 26, 2021
Use `SourceInfo` named tuple to keep track of source information
Authored October 27, 2021
jnp.histogramdd: more succinct density computation
Authored October 20, 2021
[sparse] improve error for BCOO.fromdense if nse is not specified
Authored October 20, 2021
Update jax2tf documentation with leading underscore when setting tf.Module() variables, e.g. `m._variables = ...`. Also added a test for this.
Authored October 20, 2021
benchmarks: add sparse.BCOO todense/fromdense/matvec benchmarks
Authored October 25, 2021
Broadcast unmapped values in all_to_all batching rule
Authored October 6, 2021
Support multiple in/out axes in scaled inits
Authored October 20, 2021
[XLA:TPU] Fix approx_top_k output slice.
Authored October 19, 2021
add functionality test
Authored October 20, 2021
Make the pjit docs clear about who does local and global communication
Authored October 25, 2021
readthedocs: use new build configuration & update to Python 3.9
Authored October 28, 2021
[sparse] preserve dtype in bcoo_todense
Authored October 18, 2021
Silence some pytype errors.
Authored October 19, 2021

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Top Contributors in jaxlib-v0.1.74

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