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rocm_jax/jaxlib
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Jieying Luo 462ef165c4 [PJRT C API] Change build wheel script to build a separate package for cuda kernels. 
With this change, `python3 build/build.py --enable_cuda --build_gpu_plugin --gpu_plugin_cuda_version=12` will generate three wheels:

|                      |size|wheel name                                                               |
|----------------------|----|-------------------------------------------------------------------------|
|jaxlib w/o cuda kernels|76M |jaxlib-0.4.20.dev20231101-cp310-cp310-manylinux2014_x86_64.whl           |
|cuda pjrt              |73M|jax_cuda12_pjrt-0.4.20.dev20231101-py3-none-manylinux2014_x86_64.whl                    |
|cuda kernels           |6.6M|jax_cuda12_plugin-0.4.20.dev20231101-cp310-cp310-manylinux2014_x86_64.whl|

The size of jaxlib with cuda kernels and pjrt is 119M.

The cuda kernel wheel contains all the cuda kernels. A plugin_setup.py and plugin_pyproject.toml are added for this new pacakge.

PiperOrigin-RevId: 579861480
2023-11-06 09:13:44 -08:00
..
cpu
Use TSL's import of DUCC.
2023-10-26 08:26:56 -07:00
cuda
Merge pull request #18078 from ROCmSoftwarePlatform:rocm-jax-triton
2023-10-18 11:56:01 -07:00
gpu
Merge pull request #18078 from ROCmSoftwarePlatform:rocm-jax-triton
2023-10-18 11:56:01 -07:00
mlir
Move _tpu_ext.cc to jaxlib/mlir/_mlir_libs and set RPATH correctly
2023-07-26 18:25:17 -07:00
mosaic
[Mosaic] Add a missing MLIR dialect search prefix
2023-11-06 08:28:21 -08:00
rocm
[ROCm]: Add jax-triton support for ROCm
2023-10-18 07:09:20 +00:00
tools
[PJRT C API] Change build wheel script to build a separate package for cuda kernels.
2023-11-06 09:13:44 -08:00
absl_status_casters.h
Switch jaxlib to use nanobind instead of pybind11.
2023-08-24 16:07:56 -07:00
BUILD
[PJRT C API] Register custom callback for xla_python_gpu_callback in plugin module.
2023-09-26 15:54:10 -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
cuda_plugin_extension.cc
[PJRT C API] Register custom callback for xla_python_gpu_callback in plugin module.
2023-09-26 15:54:10 -07:00
ducc_fft.py
Align the custom_call implementation in mlir and hlo_helpers.
2023-09-03 13:07:22 -07:00
gpu_common_utils.py
Improve the gpu lowering error message if users forget link the gpu library.
2023-09-11 16:14:18 -07:00
gpu_linalg.py
[PJRT C API] Change build wheel script to build a separate package for cuda kernels.
2023-11-06 09:13:44 -08:00
gpu_prng.py
[PJRT C API] Change build wheel script to build a separate package for cuda kernels.
2023-11-06 09:13:44 -08:00
gpu_rnn.py
[PJRT C API] Change build wheel script to build a separate package for cuda kernels.
2023-11-06 09:13:44 -08:00
gpu_solver.py
[PJRT C API] Change build wheel script to build a separate package for cuda kernels.
2023-11-06 09:13:44 -08:00
gpu_sparse.py
[PJRT C API] Change build wheel script to build a separate package for cuda kernels.
2023-11-06 09:13:44 -08:00
gpu_triton.py
[PJRT C API] Change build wheel script to build a separate package for cuda kernels.
2023-11-06 09:13:44 -08:00
handle_pool.h
[GPU] Add missing stream synchronization to tridiagonal_solve gtsv2 call.
2023-05-08 15:37:04 -07:00
hlo_helpers.py
Align the custom_call implementation in mlir and hlo_helpers.
2023-09-03 13:07:22 -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
Copybara import of the project:
2023-09-07 14:27:25 -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_nanobind_helpers.h
Fix Windows build failure.
2023-09-05 10:14:26 -04:00
lapack.py
Align the custom_call implementation in mlir and hlo_helpers.
2023-09-03 13:07:22 -07:00
README.md
Populate long_description for jax & jaxlib
2022-07-13 14:03:32 -07:00
setup.py
Increase minimum scipy version to 1.9.
2023-10-09 10:37:35 -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
tpu_mosaic.py
Add Mosaic to Jaxlib and expose bindings in jax.experimental.mosaic
2023-07-20 18:28:51 -07:00
utils.cc
Switch jaxlib to use nanobind instead of pybind11.
2023-08-24 16:07:56 -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/.