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rocm_jax/jaxlib
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Jieying Luo 88685d8de0 Support bazel test without bazel build for CUDA PJRT plugin. 
- Add build target for jax_plugins/ and jax_plugins/cuda for bazel test.
- Update jax_plugins/cuda/__init__.py to fallback to local `.so` file path.
- Add a flag --//jax:build_cuda_plugin to control whether to link in local cuda plugin.

The following command will test with cuda plugin:
```
bazel test tests:python_callback_test_gpu --test_output=all --test_filter=PythonCallbackTest.test_send_zero_dim_arrays_pure --config=tensorflow_testing_rbe_linux --config=rbe_linux_cuda12.2_nvcc_py3.9 --//jax:build_cuda_plugin=false
```

Default behavior (without `--//jax:build_cuda_plugin=false`) remains unchanged.

PiperOrigin-RevId: 582728477
2023-11-15 10:38:19 -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
[JAX:GPU] Generalize gesvdj kernel to iterate over the unbatched Jacobi kernel in cases that we cannot use the batched kernel.
2023-11-14 04:52:15 -08:00
mlir
[Mosaic] Don't link CAPIIR into _tpu_ext, link into jaxlib_mlir_capi_shared_library instead
2023-11-06 10:14:43 -08:00
mosaic
[XLA:Mosaic] Support arbitrary aligned shape for tpu.bitcast and support bitcast with bitwidth change in element.
2023-11-14 20:25:47 -08:00
rocm
[ROCm]: Add jax-triton support for ROCm
2023-10-18 07:09:20 +00:00
tools
[PJRT C API] Rename the folder "plugins" to "jax_plugins".
2023-11-14 13:56:13 -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
[JAX:GPU] Generalize gesvdj kernel to iterate over the unbatched Jacobi kernel in cases that we cannot use the batched kernel.
2023-11-14 04:52:15 -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
Support bazel test without bazel build for CUDA PJRT plugin.
2023-11-15 10:38:19 -08:00
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/.