[performance] Inline heuristics, scalar replacement and cold prolog of hot loop.

Vladimir Kozlov vladimir.kozlov at oracle.com
Fri Feb 1 22:38:49 UTC 2019


We have special method is_init_with_ea() [1] which allow to inline constructors and boxing methods regardless 
MinInliningThreshold. So constructor for Iterator should be inlined.

But may be I don't understand your question. Which Iterator you are talking about when you said "iterator is 
scalarized". And why it works only for small sizes?

There is an other C2's EA flag EliminateAllocationArraySizeLimit which limits which array can be scalarized. But it 
seems it is not case here.

Vladimir K

[1] http://hg.openjdk.java.net/jdk/jdk/file/9c84d2865c2d/src/hotspot/share/opto/bytecodeInfo.cpp#l76

On 2/1/19 11:26 AM, Sergey Kuksenko wrote:
> Hi, All.
> 
> I'd like to raise some discussion - if it's possible to make C2 inline heuristics better.
> 
> Code (just measure cost of iteration):
> 
> Map<Integer, Integer>map;
> ...
> for (Iterator<Integer> iterator =map.keySet().iterator(); iterator.hasNext(); ) {
>      int v = iterator.next();
>      s += v;
> }
> 
> For examples, I found that the iterator is scalarized if collection size is quite small (10 or less) and it isn't 
> scalarized is collection size is large enough (10000, 1000000 elements). Direct cost of iterator allocation and GC 
> pressure is negligible small is our collection is large enough. But, if iterator's state contains object references the 
> cost of GC write barriers may be large.
> 
> The reason why the iterator is scalarized for small collections and is not scalarized for large collections is 
> MinInliningThreshold option. So we have a hot loop, but relatively cold prolog for the loop and MinInliningThreshold 
> prevents inlining methods called from the prolog. At the same moment inlining such prolog methods may have significant 
> impact to loop performance, particularly fro such widely used pattern as iteration.
> 
> You can find simple benchmarks for that here: http://cr.openjdk.java.net/~skuksenko/hotspot/inline/
> 
> Here my results.
> 
> default:
> 
> Benchmark           (size)   Mode  Cnt     Score     Error  Units
> Hash.sumIter         10000  thrpt   15  2929.112 ±  42.927  ops/s
> Hash.sumIterHidden   10000  thrpt   15  3379.195 ±  30.589  ops/s
> Tree.sumIter         10000  thrpt   15  3618.466 ± 126.785  ops/s
> Tree.sumIterHidden   10000  thrpt   15  3576.429 ± 129.217  ops/s
> 
> -XX:MinInliningThreshold=0
> 
> Benchmark           (size)   Mode  Cnt     Score     Error  Units
> Hash.sumIter         10000  thrpt   15  5392.184 ± 115.039  ops/s
> Hash.sumIterHidden   10000  thrpt   15  3357.754 ±  60.636  ops/s
> Tree.sumIter         10000  thrpt   15  4128.407 ±  56.748  ops/s
> Tree.sumIterHidden   10000  thrpt   15  3601.293 ± 123.135  ops/s
> 
> So G1 write barriers costs 60% performance of HashMap iterator and 14% performance of TreeMap iterator. Other GC also 
> have cost, but G1 has highest.
> 
> 
> 


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