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rocm_jax/jaxlib
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Peter Hawkins 74384e6a87 Add a C++ safe_zip implementation. 
Benchmark results on my workstation:
```
name                                 old cpu/op   new cpu/op   delta
safe_zip/arg_lengths:0/num_args:1    1.22µs ± 1%  0.28µs ± 8%  -77.33%  (p=0.008 n=5+5)
safe_zip/arg_lengths:1/num_args:1    1.28µs ± 1%  0.34µs ± 6%  -73.18%  (p=0.008 n=5+5)
safe_zip/arg_lengths:2/num_args:1    1.28µs ± 1%  0.38µs ± 5%  -70.26%  (p=0.008 n=5+5)
safe_zip/arg_lengths:5/num_args:1    1.38µs ± 1%  0.51µs ± 3%  -63.26%  (p=0.008 n=5+5)
safe_zip/arg_lengths:10/num_args:1   1.61µs ± 1%  0.69µs ± 3%  -56.93%  (p=0.008 n=5+5)
safe_zip/arg_lengths:100/num_args:1  5.39µs ± 1%  3.83µs ± 2%  -29.03%  (p=0.008 n=5+5)
safe_zip/arg_lengths:0/num_args:2    1.46µs ± 1%  0.32µs ± 4%  -78.30%  (p=0.008 n=5+5)
safe_zip/arg_lengths:1/num_args:2    1.52µs ± 1%  0.39µs ± 4%  -74.20%  (p=0.008 n=5+5)
safe_zip/arg_lengths:2/num_args:2    1.53µs ± 1%  0.44µs ± 4%  -71.38%  (p=0.008 n=5+5)
safe_zip/arg_lengths:5/num_args:2    1.66µs ± 2%  0.60µs ± 3%  -63.96%  (p=0.008 n=5+5)
safe_zip/arg_lengths:10/num_args:2   1.90µs ± 1%  0.82µs ± 3%  -56.66%  (p=0.008 n=5+5)
safe_zip/arg_lengths:100/num_args:2  6.51µs ± 1%  4.80µs ± 0%  -26.23%  (p=0.016 n=5+4)
safe_zip/arg_lengths:0/num_args:3    1.62µs ± 1%  0.36µs ± 4%  -77.95%  (p=0.008 n=5+5)
safe_zip/arg_lengths:1/num_args:3    1.68µs ± 1%  0.44µs ± 3%  -73.75%  (p=0.008 n=5+5)
safe_zip/arg_lengths:2/num_args:3    1.69µs ± 1%  0.50µs ± 3%  -70.48%  (p=0.008 n=5+5)
safe_zip/arg_lengths:5/num_args:3    1.83µs ± 1%  0.68µs ± 2%  -62.73%  (p=0.008 n=5+5)
safe_zip/arg_lengths:10/num_args:3   2.12µs ± 1%  0.96µs ± 1%  -54.71%  (p=0.008 n=5+5)
safe_zip/arg_lengths:100/num_args:3  7.34µs ± 2%  5.89µs ± 1%  -19.74%  (p=0.008 n=5+5)
```

In addition, improve the length mismatch error for safe_map and define __module__ on both functions.

PiperOrigin-RevId: 523475834
2023-04-11 12:43:04 -07:00
..
cpu
Fix build breakage from OpenXLA switch.
2023-03-13 14:37:35 -07:00
cuda
Add support for using pip-installed CUDA wheels.
2023-03-26 12:35:00 +00:00
gpu
Copy seq_lengths before creating descriptor
2023-03-27 10:59:44 -07:00
mlir
Integrate StableHLO at openxla/stablehlo@7a93924
2023-04-02 11:14:01 -07:00
rocm
Switch JAX to use the OpenXLA repository.
2023-03-13 18:38:26 +00:00
BUILD
Add a C++ implementation of safe map.
2023-04-10 18:09:56 -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
ducc_fft.py
Internal change
2023-03-04 13:24:11 +00:00
gpu_linalg.py
Internal change
2023-03-04 13:24:11 +00:00
gpu_prng.py
Internal change
2023-03-04 13:24:11 +00:00
gpu_rnn.py
Internal change
2023-03-04 13:24:11 +00:00
gpu_solver.py
Internal change
2023-03-04 13:24:11 +00:00
gpu_sparse.py
Internal change
2023-03-04 13:24:11 +00:00
handle_pool.h
Change JAX's copyright attribution from "Google LLC" to "The JAX Authors.".
2022-09-22 12:27:19 -07:00
hlo_helpers.py
Plumbing for dynamic shapes for custom calls.
2023-04-03 06:16:12 -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
Use pytype_strict_library() in Bazel build rules.
2023-03-27 10:16:08 -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_pybind11_helpers.h
Remove an unnecessary include/ from pybind11 include paths.
2022-11-30 14:20:02 -08:00
lapack.py
Remove *_mhlo compatibility shims from jaxlib
2023-02-19 09:03:14 -08:00
README.md
Populate long_description for jax & jaxlib
2022-07-13 14:03:32 -07:00
setup.cfg
Export LICENSE.txt file in jaxlib wheels.
2020-12-11 10:20:03 -05:00
setup.py
Increase minimum NumPy version to 1.21.
2023-03-23 21:15:10 -04:00
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
Add a C++ safe_zip implementation.
2023-04-11 12:43:04 -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/.