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Peter Hawkins 1cead779a3 Add support for Hessenberg and tridiagonal matrix reductions on CPU. 
* Implement jax.scipy.linalg.hessenberg and jax.lax.linalg.hessenberg.
* Export what was previously jax._src.lax.linalg.orgqr as jax.lax.linalg.householder_product, since it can be used with some minor tweaks to compute the unitary matrix of a Hessenberg reduction.
* Implement jax.lax.linalg.tridiagonal, which is the symmetric (Hermitian) equivalent of Hessenberg reduction.

None of these primitives are differentiable at the moment.

PiperOrigin-RevId: 487224934
2022-11-09 06:23:55 -08:00
..
cpu
Add support for Hessenberg and tridiagonal matrix reductions on CPU.
2022-11-09 06:23:55 -08:00
cuda
Merge CUDA and ROCM kernel code in jaxlib.
2022-10-25 07:23:34 -07:00
gpu
[sparse] Update the guard of cusparse SpMM and SpMv algorithms to cusparse version 11.7.1 onwards.
2022-11-03 21:39:52 -07:00
mlir
Change JAX's copyright attribution from "Google LLC" to "The JAX Authors.".
2022-09-22 12:27:19 -07:00
rocm
Merge CUDA and ROCM kernel code in jaxlib.
2022-10-25 07:23:34 -07:00
BUILD
Move jaxlib cpu kernels under jaxlib/cpu/.
2022-10-24 10:02:56 -07:00
cpu_feature_guard.c
Change JAX's copyright attribution from "Google LLC" to "The JAX Authors.".
2022-09-22 12:27:19 -07:00
ducc_fft.py
Move jaxlib cpu kernels under jaxlib/cpu/.
2022-10-24 10:02:56 -07:00
gpu_linalg.py
Merge CUDA and ROCM kernel code in jaxlib.
2022-10-25 07:23:34 -07:00
gpu_prng.py
Merge CUDA and ROCM kernel code in jaxlib.
2022-10-25 07:23:34 -07:00
gpu_solver.py
Merge CUDA and ROCM kernel code in jaxlib.
2022-10-25 07:23:34 -07:00
gpu_sparse.py
Merge CUDA and ROCM kernel code in jaxlib.
2022-10-25 07:23:34 -07:00
handle_pool.h
Change JAX's copyright attribution from "Google LLC" to "The JAX Authors.".
2022-09-22 12:27:19 -07:00
init.py
Change JAX's copyright attribution from "Google LLC" to "The JAX Authors.".
2022-09-22 12:27:19 -07:00
jax.bzl
Fix bazel build alias
2022-09-26 15:13:12 -07:00
kernel_helpers.h
Change JAX's copyright attribution from "Google LLC" to "The JAX Authors.".
2022-09-22 12:27:19 -07:00
kernel_pybind11_helpers.h
Change JAX's copyright attribution from "Google LLC" to "The JAX Authors.".
2022-09-22 12:27:19 -07:00
lapack.py
Add support for Hessenberg and tridiagonal matrix reductions on CPU.
2022-11-09 06:23:55 -08:00
mhlo_helpers.py
Reapply: Use input-output aliasing for jaxlib GPU custom calls.
2022-10-10 11:29:18 -07:00
README.md
Populate long_description for jax & jaxlib
2022-07-13 14:03:32 -07:00
setup.cfg
Export LICENSE.txt file in jaxlib wheels.
2020-12-11 10:20:03 -05:00
setup.py
Move jaxlib cpu kernels under jaxlib/cpu/.
2022-10-24 10:02:56 -07:00
symlink_files.bzl
Change JAX's copyright attribution from "Google LLC" to "The JAX Authors.".
2022-09-22 12:27:19 -07:00

README.md

jaxlib: support library for JAX

jaxlib is the support library for JAX. While JAX itself is a pure Python package, jaxlib contains the binary (C/C++) parts of the library, including Python bindings, the XLA compiler, the PJRT runtime, and a handful of handwritten kernels. For more information, including installation and build instructions, refer to main JAX README: https://github.com/google/jax/.