RFR: 8346236: Auto vectorization support for various Float16 operations [v5]
Jatin Bhateja
jbhateja at openjdk.org
Fri Mar 21 08:55:01 UTC 2025
> This is a follow-up PR for https://github.com/openjdk/jdk/pull/22754
>
> The patch adds support to vectorize various float16 scalar operations (add/subtract/divide/multiply/sqrt/fma).
>
> Summary of changes included with the patch:
> 1. C2 compiler New Vector IR creation.
> 2. Auto-vectorization support.
> 3. x86 backend implementation.
> 4. New IR verification test for each newly supported vector operation.
>
> Following are the performance numbers of Float16OperationsBenchmark
>
> System : Intel(R) Xeon(R) Processor code-named Granite rapids
> Frequency fixed at 2.5 GHz
>
>
> Baseline
> Benchmark (vectorDim) Mode Cnt Score Error Units
> Float16OperationsBenchmark.absBenchmark 1024 thrpt 2 4191.787 ops/ms
> Float16OperationsBenchmark.addBenchmark 1024 thrpt 2 1211.978 ops/ms
> Float16OperationsBenchmark.cosineSimilarityDequantizedFP16 1024 thrpt 2 493.026 ops/ms
> Float16OperationsBenchmark.cosineSimilarityDoubleRoundingFP16 1024 thrpt 2 612.430 ops/ms
> Float16OperationsBenchmark.cosineSimilaritySingleRoundingFP16 1024 thrpt 2 616.012 ops/ms
> Float16OperationsBenchmark.divBenchmark 1024 thrpt 2 604.882 ops/ms
> Float16OperationsBenchmark.dotProductFP16 1024 thrpt 2 410.798 ops/ms
> Float16OperationsBenchmark.euclideanDistanceDequantizedFP16 1024 thrpt 2 602.863 ops/ms
> Float16OperationsBenchmark.euclideanDistanceFP16 1024 thrpt 2 640.348 ops/ms
> Float16OperationsBenchmark.fmaBenchmark 1024 thrpt 2 809.175 ops/ms
> Float16OperationsBenchmark.getExponentBenchmark 1024 thrpt 2 2682.764 ops/ms
> Float16OperationsBenchmark.isFiniteBenchmark 1024 thrpt 2 3373.901 ops/ms
> Float16OperationsBenchmark.isFiniteCMovBenchmark 1024 thrpt 2 1881.652 ops/ms
> Float16OperationsBenchmark.isFiniteStoreBenchmark 1024 thrpt 2 2273.745 ops/ms
> Float16OperationsBenchmark.isInfiniteBenchmark 1024 thrpt 2 2147.913 ops/ms
> Float16OperationsBenchmark.isInfiniteCMovBenchmark 1024 thrpt 2 1962.579 ops/ms...
Jatin Bhateja has updated the pull request incrementally with one additional commit since the last revision:
Review comments resolution.
-------------
Changes:
- all: https://git.openjdk.org/jdk/pull/22755/files
- new: https://git.openjdk.org/jdk/pull/22755/files/2f0dac54..1963d4b1
Webrevs:
- full: https://webrevs.openjdk.org/?repo=jdk&pr=22755&range=04
- incr: https://webrevs.openjdk.org/?repo=jdk&pr=22755&range=03-04
Stats: 285 lines in 8 files changed: 219 ins; 19 del; 47 mod
Patch: https://git.openjdk.org/jdk/pull/22755.diff
Fetch: git fetch https://git.openjdk.org/jdk.git pull/22755/head:pull/22755
PR: https://git.openjdk.org/jdk/pull/22755
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