RFR: 8312425: [vectorapi] AArch64: Optimize vector math operations with SLEEF [v6]

Magnus Ihse Bursie ihse at openjdk.org
Fri Dec 1 16:29:18 UTC 2023


On Fri, 1 Dec 2023 08:48:52 GMT, Xiaohong Gong <xgong at openjdk.org> wrote:

>> Currently the vector floating-point math APIs like `VectorOperators.SIN/COS/TAN...` are not intrinsified on AArch64 platform, which causes large performance gap on AArch64. Note that those APIs are optimized by C2 compiler on X86 platforms by calling Intel's SVML code [1]. To close the gap, we would like to optimize these APIs for AArch64 by calling a third-party vector library called libsleef [2], which are available in mainstream Linux distros (e.g. [3] [4]).
>> 
>> SLEEF supports multiple accuracies. To match Vector API's requirement and implement the math ops on AArch64, we 1) call 1.0 ULP accuracy with FMA instructions used stubs in libsleef for most of the operations by default, and 2) add the vector calling convention to apply with the runtime calls to stub code in libsleef. Note that for those APIs that libsleef does not support 1.0 ULP, we choose 0.5 ULP instead.
>> 
>> To help loading the expected libsleef library, this patch also adds an experimental JVM option (i.e. `-XX:UseSleefLib`) for AArch64 platforms. People can use it to denote the libsleef path/name explicitly. By default, it points to the system installed library. If the library does not exist or the dynamic loading of it in runtime fails, the math vector ops will fall-back to use the default scalar version without error. But a warning is printed out if people specifies a nonexistent library explicitly.
>> 
>> Note that this is a part of the original proposed patch in panama-dev [5], just with some initial review comments addressed. And now we'd like to get some wider feedbacks from more hotspot experts.
>> 
>> [1] https://github.com/openjdk/jdk/pull/3638
>> [2] https://sleef.org/
>> [3] https://packages.fedoraproject.org/pkgs/sleef/sleef/
>> [4] https://packages.debian.org/bookworm/libsleef3
>> [5] https://mail.openjdk.org/pipermail/panama-dev/2022-December/018172.html
>
> Xiaohong Gong has updated the pull request with a new target base due to a merge or a rebase. The incremental webrev excludes the unrelated changes brought in by the merge/rebase. The pull request contains ten additional commits since the last revision:
> 
>  - Separate neon and sve functions into two source files
>  - Merge branch 'jdk:master' into JDK-8312425
>  - Rename vmath to sleef in configure
>  - Address review comments in build system
>  - Add a bundled native lib in jdk as a bridge to libsleef
>  - Merge 'jdk:master' into JDK-8312425
>  - Disable sleef by default
>  - Merge 'jdk:master' into JDK-8312425
>  - 8312425: [vectorapi] AArch64: Optimize vector math operations with SLEEF

doc/building.md line 639:

> 637: 
> 638: libsleef, the [SIMD Library for Evaluating Elementary Functions](
> 639: https://sleef.org/) is required when building libvmath.so on Linux/aarch64

This is incorrect. The library is not required, but if it is present, we will build libvmath with it.

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PR Review Comment: https://git.openjdk.org/jdk/pull/16234#discussion_r1412330808


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