[lworld+fp16] RFR: 8341003: [lworld+fp16] Benchmarks for various Float16 operations [v2]
Jatin Bhateja
jbhateja at openjdk.org
Thu Sep 26 09:05:00 UTC 2024
> - Adding micro-benchmarks for various Float16 operations.
> - Adding similarity search targeting micro-benchmarks.
>
> Please find below the results of performance testing over Intel Xeon6 Granite Rapids:-
>
>
> Benchmark (vectorDim) Mode Cnt Score Error Units
> Float16OpsBenchmark.absBenchmark 1024 thrpt 2 25605.990 ops/ms
> Float16OpsBenchmark.addBenchmark 1024 thrpt 2 19222.468 ops/ms
> Float16OpsBenchmark.cosineSimilarityDequantizedFP16 1024 thrpt 2 528.738 ops/ms
> Float16OpsBenchmark.cosineSimilarityDoubleRoundingFP16 1024 thrpt 2 660.018 ops/ms
> Float16OpsBenchmark.cosineSimilaritySingleRoundingFP16 1024 thrpt 2 659.799 ops/ms
> Float16OpsBenchmark.divBenchmark 1024 thrpt 2 1974.039 ops/ms
> Float16OpsBenchmark.euclideanDistanceDequantizedFP16 1024 thrpt 2 743.071 ops/ms
> Float16OpsBenchmark.euclideanDistanceFP16 1024 thrpt 2 682.440 ops/ms
> Float16OpsBenchmark.fmaBenchmark 1024 thrpt 2 14052.422 ops/ms
> Float16OpsBenchmark.isFiniteBenchmark 1024 thrpt 2 3851.234 ops/ms
> Float16OpsBenchmark.isInfiniteBenchmark 1024 thrpt 2 1496.207 ops/ms
> Float16OpsBenchmark.isNaNBenchmark 1024 thrpt 2 2778.822 ops/ms
> Float16OpsBenchmark.maxBenchmark 1024 thrpt 2 19231.326 ops/ms
> Float16OpsBenchmark.minBenchmark 1024 thrpt 2 19257.589 ops/ms
> Float16OpsBenchmark.mulBenchmark 1024 thrpt 2 19236.498 ops/ms
> Float16OpsBenchmark.negateBenchmark 1024 thrpt 2 25938.789 ops/ms
> Float16OpsBenchmark.sqrtBenchmark 1024 thrpt 2 1759.051 ops/ms
> Float16OpsBenchmark.subBenchmark 1024 thrpt 2 19242.967 ops/ms
>
>
> Best Regrads,
> Jatin
Jatin Bhateja has updated the pull request incrementally with one additional commit since the last revision:
Update benchmark
-------------
Changes:
- all: https://git.openjdk.org/valhalla/pull/1254/files
- new: https://git.openjdk.org/valhalla/pull/1254/files/1bfdd3c4..6c988b7c
Webrevs:
- full: https://webrevs.openjdk.org/?repo=valhalla&pr=1254&range=01
- incr: https://webrevs.openjdk.org/?repo=valhalla&pr=1254&range=00-01
Stats: 6 lines in 1 file changed: 1 ins; 1 del; 4 mod
Patch: https://git.openjdk.org/valhalla/pull/1254.diff
Fetch: git fetch https://git.openjdk.org/valhalla.git pull/1254/head:pull/1254
PR: https://git.openjdk.org/valhalla/pull/1254
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