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https://issues.apache.org/jira/browse/HIVE-11521?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14681883#comment-14681883
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Teddy Choi commented on HIVE-11521:
-----------------------------------
Sorry. The benchmark result above shows the difference between whether AVX=0
option is applied or not. The result bellow shows the difference between
before/after applying this patch. 260% ~ 300% performance improvement in
repeating cases.
Before this patch:
{noformat}
Benchmark
Mode Samples Score Error Units
o.a.h.b.v.VectorizationBench.ColAndColBench.bench
avgt 2 169346433.000 ± NaN ns/op
o.a.h.b.v.VectorizationBench.ColAndRepeatingColBench.bench
avgt 2 503688769.000 ± NaN ns/op
o.a.h.b.v.VectorizationBench.ColOrColBench.bench
avgt 2 184679292.500 ± NaN ns/op
o.a.h.b.v.VectorizationBench.ColOrRepeatingColBench.bench
avgt 2 522471397.500 ± NaN ns/op
...
o.a.h.b.v.VectorizationBench.NotColBench.bench
avgt 2 154808036.000 ± NaN ns/op
o.a.h.b.v.VectorizationBench.RepeatingColAndColBench.bench
avgt 2 478369669.500 ± NaN ns/op
o.a.h.b.v.VectorizationBench.RepeatingColOrColBench.bench
avgt 2 514816574.000 ± NaN ns/op
{noformat}
After this patch:
{noformat}
Benchmark
Mode Samples Score Error Units
o.a.h.b.v.VectorizationBench.ColAndColBench.bench
avgt 2 171249531.500 ± NaN ns/op
o.a.h.b.v.VectorizationBench.ColAndRepeatingColBench.bench
avgt 2 130488848.500 ± NaN ns/op
o.a.h.b.v.VectorizationBench.ColOrColBench.bench
avgt 2 168669206.500 ± NaN ns/op
o.a.h.b.v.VectorizationBench.ColOrRepeatingColBench.bench
avgt 2 128768271.500 ± NaN ns/op
...
o.a.h.b.v.VectorizationBench.NotColBench.bench
avgt 2 149107679.000 ± NaN ns/op
o.a.h.b.v.VectorizationBench.RepeatingColAndColBench.bench
avgt 2 138933203.000 ± NaN ns/op
o.a.h.b.v.VectorizationBench.RepeatingColOrColBench.bench
avgt 2 140216834.500 ± NaN ns/op
{noformat}
> Loop optimization for SIMD in logical operators
> -----------------------------------------------
>
> Key: HIVE-11521
> URL: https://issues.apache.org/jira/browse/HIVE-11521
> Project: Hive
> Issue Type: Sub-task
> Reporter: Teddy Choi
> Assignee: Teddy Choi
> Priority: Minor
> Attachments: HIVE-11521.patch
>
>
> JVM is quite strict on the code schema which may executed with SIMD
> instructions, take a loop in ColOrCol.java for example,
> {code}
> for (int i = 0; i != n; i++) {
> outputVector[i] = vector1[0] | vector2[i];
> }
> {code}
> The "vector1\[0\]" reference would prevent JVM to execute this part of code
> with vectorized instructions, we need to assign the "vector1\[0\]" to a
> variable outside of loop, and use that variable in loop.
> This issues covers AND, OR, NOT logical operators.
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