RFR: 8373344: Add support for FP16 min/max reduction operations
Yi Wu
duke at openjdk.org
Mon Dec 15 15:59:26 UTC 2025
This patch adds mid-end support for vectorized min/max reduction operations for half floats. It also includes backend AArch64 support for these operations.
Both floating point min/max reductions don’t require strict order, because they are associative.
It will generate NEON fminv/fmaxv reduction instructions when max vector length is 8B or 16B. On SVE supporting machines with vector lengths > 16B, it will generate the SVE fminv/fmaxv instructions.
The patch also adds support for partial min/max reductions on SVE machines using fminv/fmaxv.
Ratio of throughput(ops/ms) > 1 indicates the performance with this patch is better than the mainline.
Neoverse N1 (UseSVE = 0, max vector length = 16B):
Benchmark vectorDim Mode Cnt 8B 16B
ReductionMaxFP16 256 thrpt 9 3.69 6.44
ReductionMaxFP16 512 thrpt 9 3.71 7.62
ReductionMaxFP16 1024 thrpt 9 4.16 8.64
ReductionMaxFP16 2048 thrpt 9 4.44 9.12
ReductionMinFP16 256 thrpt 9 3.69 6.43
ReductionMinFP16 512 thrpt 9 3.70 7.62
ReductionMinFP16 1024 thrpt 9 4.16 8.64
ReductionMinFP16 2048 thrpt 9 4.44 9.10
Neoverse V1 (UseSVE = 1, max vector length = 32B):
Benchmark vectorDim Mode Cnt 8B 16B 32B
ReductionMaxFP16 256 thrpt 9 3.96 8.62 8.02
ReductionMaxFP16 512 thrpt 9 3.54 9.25 11.71
ReductionMaxFP16 1024 thrpt 9 3.77 8.71 14.07
ReductionMaxFP16 2048 thrpt 9 3.88 8.44 14.69
ReductionMinFP16 256 thrpt 9 3.96 8.61 8.03
ReductionMinFP16 512 thrpt 9 3.54 9.28 11.69
ReductionMinFP16 1024 thrpt 9 3.76 8.70 14.12
ReductionMinFP16 2048 thrpt 9 3.87 8.45 14.70
Neoverse V2 (UseSVE = 2, max vector length = 16B):
Benchmark vectorDim Mode Cnt 8B 16B
ReductionMaxFP16 256 thrpt 9 4.78 10.00
ReductionMaxFP16 512 thrpt 9 3.74 11.33
ReductionMaxFP16 1024 thrpt 9 3.86 9.59
ReductionMaxFP16 2048 thrpt 9 3.94 8.71
ReductionMinFP16 256 thrpt 9 4.78 10.00
ReductionMinFP16 512 thrpt 9 3.74 11.29
ReductionMinFP16 1024 thrpt 9 3.86 9.58
ReductionMinFP16 2048 thrpt 9 3.94 8.71
Testing:
hotspot_all, jdk (tier1-3) and langtools (tier1) all pass on Neoverse N1/V1/V2.
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Commit messages:
- 8373344: Add support for FP16 min/max reduction operations
Changes: https://git.openjdk.org/jdk/pull/28828/files
Webrev: https://webrevs.openjdk.org/?repo=jdk&pr=28828&range=00
Issue: https://bugs.openjdk.org/browse/JDK-8373344
Stats: 968 lines in 13 files changed: 296 ins; 22 del; 650 mod
Patch: https://git.openjdk.org/jdk/pull/28828.diff
Fetch: git fetch https://git.openjdk.org/jdk.git pull/28828/head:pull/28828
PR: https://git.openjdk.org/jdk/pull/28828
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