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rocm_jax/jaxlib
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Ionel Gog ec279f9c54 Add config option to log or fatal when jax.Arrays are GCed. 
Introduces `jax.config.array_garbage_collection_guard`, which is a tristate config for setting up a `jax.Array` garbage collection guard. The possible configs are:
* allow: `jax.Array`s are allowed to be garbage collected. This is the default value.
* log: whenever a `jax.Array` is GCed a log entry is generated with the array's traceback.
* fatal: fatal crash when a `jax.Array` is GCed. This is meant to be used for mature code bases that do tight memory management, and are reference cycle free.

PiperOrigin-RevId: 687003464
2024-10-17 12:23:16 -07:00
..
cpu
Port Schur Decomposition to XLA's FFI
2024-10-14 06:46:42 -07:00
cuda
Refactor gpusolver kernel definitions into separate build target.
2024-09-12 07:11:36 -07:00
gpu
Update Eigh kernel on GPU to use 64-bit interface when it is available.
2024-10-10 12:59:37 -07:00
mlir
[Shardy] Inline meshes when using shardy and get rid of global meshes from the MLIR body.
2024-10-14 10:08:04 -07:00
mosaic
Fix segfault
2024-10-17 01:52:44 -07:00
rocm
Merge pull request #24274 from ROCm:ci_linalg_fix
2024-10-14 08:33:33 -07:00
tools
Add config option to log or fatal when jax.Arrays are GCed.
2024-10-17 12:23:16 -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
Merge pull request #24232 from ROCm:ci_rv_clang_clean
2024-10-11 11:00:55 -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
[ffi] Support handler bundles in GPU plugin extension
2024-09-19 14:51:02 +00:00
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 FFI implementation of symmetric Eigendecomposition.
2024-10-04 12:38:26 -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
[JAX] bazel build rocm changes
2024-10-10 18:00:15 -05:00
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 FFI implementation of symmetric Eigendecomposition.
2024-10-04 12:38:26 -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
[JAX] bazel build rocm changes
2024-10-10 18:00:15 -05:00
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/.