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rocm_jax/jaxlib
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Adam Paszke 9b0319512a [Mosaic GPU] Use a custom TMA descriptor initialization method 
The one bundled with the default MLIR runtime was convenient, but it is also
impractical. It allocates memory (which can deadlock due to NCCL), does a
synchronous host-to-device copy and then leaks the descriptor after the kernel...

With this change, we use our own runtime function to create all the descriptors.
What's more, we pack them all into a single buffer so that a single asynchronous
copy is sufficient. Finally, we use a scratch output to allocate the scratch buffer,
letting us lean on XLA:GPU for memory management.

PiperOrigin-RevId: 628430358
2024-04-26 09:40:47 -07:00
..
cpu
Reverts 9db5e693ebb4ad786c6e52b562cf32aeaba2e7e1
2024-04-26 04:14:34 -07:00
cuda
[Mosaic GPU] Use a custom TMA descriptor initialization method
2024-04-26 09:40:47 -07:00
gpu
[Jax/Triton] Skip benchmarking while autotuning for configs that cannot be launched.
2024-04-18 14:35:51 -07:00
mlir
[Mosaic GPU] Use a custom TMA descriptor initialization method
2024-04-26 09:40:47 -07:00
mosaic
[Mosaic GPU] Use a custom TMA descriptor initialization method
2024-04-26 09:40:47 -07:00
rocm
[ROCm]: fix tsl path
2024-04-08 19:58:41 -05:00
tools
Update GPU and NVGPU MLIR bindings to match upstream MLIR changes
2024-04-25 11:41:19 +00:00
triton
Removed inspect.signature() call from jaxlib.triton.dialect.ScanOp
2024-03-11 13:30:41 -07:00
absl_status_casters.h
Switch jaxlib to use nanobind instead of pybind11.
2023-08-24 16:07:56 -07:00
BUILD
Initial commit for Mosaic GPU
2024-04-18 04:04:10 -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
Move tsl/python to xla/tsl/python
2024-03-29 13:15:21 -07:00
ducc_fft.py
Add python stub files for jaxlib/cpu C++ Python extensions.
2023-11-28 08:45:24 -08:00
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 support for CUDA 11.
2024-03-25 11:46:39 -07:00
gpu_prng.py
Remove support for CUDA 11.
2024-03-25 11:46:39 -07:00
gpu_rnn.py
Remove support for CUDA 11.
2024-03-25 11:46:39 -07:00
gpu_solver.py
Remove support for CUDA 11.
2024-03-25 11:46:39 -07:00
gpu_sparse.py
Remove support for CUDA 11.
2024-03-25 11:46:39 -07:00
gpu_triton.py
Remove support for CUDA 11.
2024-03-25 11:46:39 -07:00
handle_pool.h
[GPU] Add missing stream synchronization to tridiagonal_solve gtsv2 call.
2023-05-08 15:37:04 -07:00
hlo_helpers.py
Emit dense arrays for StableHLO ops migrating to dense arrays
2024-01-24 16:41:37 -08:00
init.py
Change JAX's copyright attribution from "Google LLC" to "The JAX Authors.".
2022-09-22 12:27:19 -07:00
jax.bzl
Initial commit for Mosaic GPU
2024-04-18 04:04:10 -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
Move tsl/python to xla/tsl/python
2024-03-29 13:15:21 -07:00
lapack.py
Use MLIR generated convenience functions athing(...) instead of writing AThingOp(...).result.
2023-11-17 11:47:14 -08:00
README.md
Populate long_description for jax & jaxlib
2022-07-13 14:03:32 -07:00
setup.py
Initial commit for Mosaic GPU
2024-04-18 04:04:10 -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/google/jax/.