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Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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Jax jaxlib-v0.1.69

Jax: jaxlib-v0.1.69 Release

Release date:
July 9, 2021
Previous version:
jaxlib-v0.1.68 (released June 23, 2021)
Magnitude:
6,728 Diff Delta
Contributors:
21 total committers
Data confidence:
Commits:
76 impacting commits

76 Commits in this Release

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

[host_callback] Add an optional mechanism using HLO CustomCall instead of outfeed.
Authored July 3, 2021
Add experimental sparsify transform
Authored June 25, 2021
AWN-enabled reduction over named axes in reverse-mode AD
Authored July 8, 2021
[jax2tf] A few fixed for handling of float0 in jax2tf and call_tf
Authored June 29, 2021
[jax2tf] Fix conversion of gradients for shape polymorphic functions.
Authored June 23, 2021
[call_tf] Improved call_tf for op-by-op executions.
Authored June 25, 2021
Add lax.linalg.tridiagonal_solve(..), lowering to cusparse_gtsv2<T>() on GPU.
Authored May 26, 2021
[sparse] add bcoo_transpose primitive
Authored June 23, 2021
Adds spherical harmonics.
Authored July 2, 2021
[sparse] globally change nnz->nse
Authored July 1, 2021
[sparse] add bcoo_dot_general_sampled primitive
Authored June 25, 2021
Run random_test with rank_promotion='raise'
Authored July 8, 2021
Implement complex logaddexp
Authored July 3, 2021
[jax2tf] Documented recipe for ensuring that model parameters are not embedded
Authored June 24, 2021
Add x.at[idx].get().
Authored July 7, 2021
[sparse]: add support for rdot_general in sparsify transform
Authored July 9, 2021
implementing thread saftey check
Authored June 17, 2021
Add a helper decorator to disable implicit rank promotion in unit tests.
Authored July 5, 2021
Add multi-backend support to parallel primatives.
Authored June 10, 2021
[jax2tf] Ensure that the conversion of Round uses the same algorithm as JAX
Authored July 5, 2021
Fix type errors with current mypy and NumPy.
Authored June 24, 2021
remat: don't apply cse-foiling widget to primal
Authored June 24, 2021
[sparse] Implement several BCOO methods via sparsify
Authored July 2, 2021
adding s_ and index_exp
Authored July 8, 2021
Lazy eval for vlogging on pmap/pjit critical path.
Authored June 26, 2021
Allow suppression of GPU warning via jax_platform_name
Authored June 28, 2021
Improved handling of tf.TensorShape
Authored June 24, 2021
Remove stale limitations
Authored July 8, 2021
DOC: update install instructions for GPU & TPU
Authored June 24, 2021
Fix rank promotion warning in DeviceArray.view()
Authored July 8, 2021
Use XLA atan2 for complex atan
Authored July 2, 2021
custom_jvp named shape hotfix
Authored June 29, 2021
Broadcast arrays manually in categorical sampling.
Authored June 30, 2021
Clarifying docstring for `devices` argument of `pmap`.
Authored July 7, 2021
tweak xla_bridge.py flags
Authored July 2, 2021
Update jax version and changelog for 0.1.27.
Authored July 9, 2021
[jax2tf] Fix the conversion of reduce_sum and reduce_prod for booleans
Authored June 28, 2021
Update changelog for jax and jaxlib releases.
Authored June 28, 2021
jnp.expand_dims: accept any sequence of dims, not just tuples
Authored July 8, 2021
Improve the XlaDot shape inference rule for partially known shapes.
Authored June 29, 2021

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Top Contributors in jaxlib-v0.1.69

gnecula
jakevdp
jekbradbury
tomhennigan
tlu7
hawkinsp
wdphy16
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