RFR: 8303762: Optimize vector slice operation with constant index using VPALIGNR instruction [v2]
Jatin Bhateja
jbhateja at openjdk.org
Thu Aug 7 12:37:17 UTC 2025
On Fri, 25 Jul 2025 20:09:40 GMT, Jatin Bhateja <jbhateja at openjdk.org> wrote:
>> Patch optimizes Vector. slice operation with constant index using x86 ALIGNR instruction.
>> It also adds a new hybrid call generator to facilitate lazy intrinsification or else perform procedural inlining to prevent call overhead and boxing penalties in case the fallback implementation expects to operate over vectors. The existing vector API-based slice implementation is now the fallback code that gets inlined in case intrinsification fails.
>>
>> Idea here is to add infrastructure support to enable intrinsification of fast path for selected vector APIs, else enable inlining of fall-back implementation if it's based on vector APIs. Existing call generators like PredictedCallGenerator, used to handle bi-morphic inlining, already make use of multiple call generators to handle hit/miss scenarios for a particular receiver type. The newly added hybrid call generator is lazy and called during incremental inlining optimization. It also relieves the inline expander to handle slow paths, which can easily be implemented library side (Java).
>>
>> Vector API jtreg tests pass at AVX level 2, remaining validation in progress.
>>
>> Performance numbers:
>>
>>
>> System : 13th Gen Intel(R) Core(TM) i3-1315U
>>
>> Baseline:
>> Benchmark (size) Mode Cnt Score Error Units
>> VectorSliceBenchmark.byteVectorSliceWithConstantIndex1 1024 thrpt 2 9444.444 ops/ms
>> VectorSliceBenchmark.byteVectorSliceWithConstantIndex2 1024 thrpt 2 10009.319 ops/ms
>> VectorSliceBenchmark.byteVectorSliceWithVariableIndex 1024 thrpt 2 9081.926 ops/ms
>> VectorSliceBenchmark.intVectorSliceWithConstantIndex1 1024 thrpt 2 6085.825 ops/ms
>> VectorSliceBenchmark.intVectorSliceWithConstantIndex2 1024 thrpt 2 6505.378 ops/ms
>> VectorSliceBenchmark.intVectorSliceWithVariableIndex 1024 thrpt 2 6204.489 ops/ms
>> VectorSliceBenchmark.longVectorSliceWithConstantIndex1 1024 thrpt 2 1651.334 ops/ms
>> VectorSliceBenchmark.longVectorSliceWithConstantIndex2 1024 thrpt 2 1642.784 ops/ms
>> VectorSliceBenchmark.longVectorSliceWithVariableIndex 1024 thrpt 2 1474.808 ops/ms
>> VectorSliceBenchmark.shortVectorSliceWithConstantIndex1 1024 thrpt 2 10399.394 ops/ms
>> VectorSliceBenchmark.shortVectorSliceWithConstantIndex2 1024 thrpt 2 10502.894 ops/ms
>> VectorSliceB...
>
> Jatin Bhateja has updated the pull request incrementally with one additional commit since the last revision:
>
> Updating predicate checks
Adding additional notes on implementation:
A) Slice:-
1. New inline expander and C2 IR node VectorSlice for leaf level intrinsic corresponding to Vector.slice(int)
2. Other interfaces of slice APIs.
- Vector.slice(int, Vector)
- The second vector argument is the background vector, which replaces the zero broadcasted vector of the base version of API.
- API internally calls the same intrinsic entry point as the base version.
- Vector.slice(int, Vector, VectorMask)
- This version of the API internally calls the above slice API with index and vector arguments, followed by an explicit blend with a broadcasted zero vector.
Thus, current support implicitly covers all three 3 variants of slice APIs.
B) Similar extensions to optimize Unslice with constant index:-
1. Similar to slice, unslice also has three interfaces.
2. Leaf-level interface only accepts an index argument.
3. Other variants of unslice accept unslice index, background vector, and part number.
4. We can assume the receiver vector to be sliding over two contiguously placed background vectors.
5. It's possible to implement all three variants of unslice using slice operations as follows.
jshell> // Input
jshell> vec
vec ==> [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16]
jshell> vec2
vec2 ==> [10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 160]
jshell> bzvec
bzvec ==> [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
jshell> // Case 1:
jshell> vec.unslice(4)
$79 ==> [0, 0, 0, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]
jshell> bzvec.slice(vec.length() - 4, vec)
$80 ==> [0, 0, 0, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]
jshell> // Case 2:
jshell> vec.unslice(4, vec2, 0)
$81 ==> [10, 20, 30, 40, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]
jshell> vec2.blend(vec2.slice(vec2.length() - 4, vec), VectorMask.fromLong(IntVector.SPECIES_512, ((1L << (vec.length() - 4)) - 1) << 4))
$82 ==> [10, 20, 30, 40, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]
jshell> // Case 3:
jshell> vec.unslice(4, vec2, 1)
$83 ==> [13, 14, 15, 16, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 160]
jshell> vec2.blend(vec.slice(vec.length() - 4, vec2), VectorMask.fromLong(IntVector.SPECIES_512, ((1L << 4) - 1)))
$84 ==> [13, 14, 15, 16, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 160]
jshell> // Case 4:
jshell> vec.unslice(4, vec2, 0, VectorMask.fromLong(IntVector.SPECIES_512, 0xFF))
$85 ==> [10, 20, 30, 40, 1, 2, 3, 4, 5, 6, 7, 8, 130, 140, 150, 160]
jshell> // Current Java fallback implementation for this version is based on slice and unslice operations.
To ease the review process, I plan to optimize the unslice API with a constant index by extending the newly added expander in a follow-up patch.
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PR Comment: https://git.openjdk.org/jdk/pull/24104#issuecomment-3163994472
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