RFR: 8294588: Auto vectorize half precision floating point conversion APIs
Smita Kamath
svkamath at openjdk.org
Fri Dec 2 06:47:53 UTC 2022
Hi All,
I have added changes for autovectorizing Float.float16ToFloat and Float.floatToFloat16 API's.
Following are the performance numbers of JMH micro Fp16ConversionBenchmark:
Before code changes:
Benchmark | (size) | Mode | Cnt | Score | Error | Units
Fp16ConversionBenchmark.float16ToFloat | 2048 | thrpt | 3 | 1044.653 | ± 0.041 | ops/ms
Fp16ConversionBenchmark.float16ToFloatMemory | 2048 | thrpt | 3 | 2341529.9 | ± 11765.453 | ops/ms
Fp16ConversionBenchmark.floatToFloat16 | 2048 | thrpt | 3 | 2156.662 | ± 0.653 | ops/ms
Fp16ConversionBenchmark.floatToFloat16Memory | 2048 | thrpt | 3 | 2007988.1 | ± 361.696 | ops/ms
After:
Benchmark | (size) | Mode | Cnt | Score | Error | Units
Fp16ConversionBenchmark.float16ToFloat | 2048 | thrpt | 3 | 20460.349 |± 372.327 | ops/ms
Fp16ConversionBenchmark.float16ToFloatMemory | 2048 | thrpt | 3 | 2342125.200 |± 9250.899 |ops/ms
Fp16ConversionBenchmark.floatToFloat16 | 2048 | thrpt | 3 | 22553.977 |± 483.034 | ops/ms
Fp16ConversionBenchmark.floatToFloat16Memory | 2048 | thrpt | 3 | 2007899.797 |± 150.296 | ops/ms
Kindly review and share your feedback.
Thanks.
Smita
-------------
Commit messages:
- Auto vectorize half precision floating point conversion APIs
Changes: https://git.openjdk.org/jdk/pull/11471/files
Webrev: https://webrevs.openjdk.org/?repo=jdk&pr=11471&range=00
Issue: https://bugs.openjdk.org/browse/JDK-8294588
Stats: 153 lines in 7 files changed: 151 ins; 0 del; 2 mod
Patch: https://git.openjdk.org/jdk/pull/11471.diff
Fetch: git fetch https://git.openjdk.org/jdk pull/11471/head:pull/11471
PR: https://git.openjdk.org/jdk/pull/11471
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