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rocm_jax/jaxlib
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Jevin Jiang 6b93b35842 [Mosaic:TPU] Efficient relayout with internal scratch 
We should support all different retilings (x*packing1, 128) <-> (y*packing2, 128) with any dtype in this cl at this moment. The efficient relayout with scratch brings significant improvements on current retiling in <= TPUv4 and retiling with (packing, 128) in TPUv5. All missing retiling supports are added in this cl, including increase sublane retiling and packed type retiling.

PiperOrigin-RevId: 676982957
2024-09-20 15:00:58 -07:00
..
cpu
Port Hessenberg Decomposition to XLA's FFI
2024-09-05 01:59:32 -07:00
cuda
Refactor gpusolver kernel definitions into separate build target.
2024-09-12 07:11:36 -07:00
gpu
Port GPU kernels for SVD to the FFI.
2024-09-20 07:34:50 -07:00
mlir
Trim StableHLO python binding dependencies
2024-08-28 09:01:15 -07:00
mosaic
[Mosaic:TPU] Efficient relayout with internal scratch
2024-09-20 15:00:58 -07:00
rocm
Refactor gpusolver kernel definitions into separate build target.
2024-09-12 07:11:36 -07:00
tools
Update references to the GitHub url in JAX codebase to reflect move from google/jax to jax-ml/jax
2024-09-20 07:52:33 -07:00
triton
Fix triton capi_objects target to depend on MLIR CAPIIRObjects bazel
2024-09-06 01:06:27 +00:00
absl_status_casters.h
Switch jaxlib to use nanobind instead of pybind11.
2023-08-24 16:07:56 -07:00
BUILD
Clean up BUILD files.
2024-08-26 09:11:17 -07:00
cpu_feature_guard.c
Added PyUnstable_Module_SetGIL to PyInit_cpu_feature_guard
2024-08-20 02:32:37 +02:00
cuda_plugin_extension.cc
Replace xla::Status with absl::Status in cuda_plugin_extension.cc.
2024-06-20 13:51:03 -07:00
ducc_fft.py
Add python stub files for jaxlib/cpu C++ Python extensions.
2023-11-28 08:45:24 -08:00
ffi_helpers.h
Simplify logic in jaxlib FFI_ASSIGN_OR_RETURN macro, and fix gcc build.
2024-09-17 11:23:25 -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
Remove forward compatibility checks from cholesky_update lowering.
2024-09-20 08:32:25 -07:00
gpu_prng.py
Remove forward compatibility mode for old PRGN custom call on GPU
2024-07-31 08:10:17 -07:00
gpu_rnn.py
Remove support for CUDA 11.
2024-03-25 11:46:39 -07:00
gpu_solver.py
Activate GPU kernel for LU decomposition.
2024-08-21 05:08:41 -07:00
gpu_sparse.py
[ROCm] Bring-up pjrt support
2024-06-17 16:49:22 +00:00
gpu_triton.py
[ROCm]: Add get_arch_details for triton kernel call
2024-08-12 06:16:27 +00:00
handle_pool.h
[GPU] Add missing stream synchronization to tridiagonal_solve gtsv2 call.
2023-05-08 15:37:04 -07:00
hlo_helpers.py
Run pyupgrade --py310-plus.
2024-06-26 16:10:18 -04:00
init.py
Change JAX's copyright attribution from "Google LLC" to "The JAX Authors.".
2022-09-22 12:27:19 -07:00
jax.bzl
Internal change.
2024-09-05 18:42:22 -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 C++ registration of FFI handlers and consolidate gpu/linalg kernel implementation.
2024-07-10 12:09:12 -07:00
lapack.py
Activate Householder Product to XLA's FFI
2024-09-02 06:19:01 -07:00
README.md
Update references to the GitHub url in JAX codebase to reflect move from google/jax to jax-ml/jax
2024-09-20 07:52:33 -07:00
rocm_plugin_extension.cc
Fix a number of minor problems in the ROCM build.
2024-08-26 17:04:01 -07:00
setup.py
Update references to the GitHub url in JAX codebase to reflect move from google/jax to jax-ml/jax
2024-09-20 07:52:33 -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
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/jax-ml/jax/.