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Posted to jira@arrow.apache.org by "Antoine Pitrou (Jira)" <ji...@apache.org> on 2020/09/16 18:38:00 UTC
[jira] [Created] (ARROW-10026) [C++] Improve kernel performance on
small batches
Antoine Pitrou created ARROW-10026:
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Summary: [C++] Improve kernel performance on small batches
Key: ARROW-10026
URL: https://issues.apache.org/jira/browse/ARROW-10026
Project: Apache Arrow
Issue Type: Task
Components: C++
Reporter: Antoine Pitrou
It seems that invoking some kernels on smallish batches has quite an overhead:
{code}
ArrayArrayKernel<Add, Int32Type>/32768/100 2860 ns 2859 ns 245195 bytes_per_second=10.6727G/s items_per_second=2.86494G/s null_percent=1 size=32.768k
ArrayArrayKernel<Add, Int32Type>/32768/0 2752 ns 2751 ns 249316 bytes_per_second=11.093G/s items_per_second=2.97775G/s null_percent=0 size=32.768k
ArrayArrayKernel<Add, Int32Type>/524288/100 18633 ns 18630 ns 36548 bytes_per_second=26.2097G/s items_per_second=7.03561G/s null_percent=1 size=524.288k
ArrayArrayKernel<Add, Int32Type>/524288/0 18260 ns 18257 ns 38245 bytes_per_second=26.7451G/s items_per_second=7.17933G/s null_percent=0 size=524.288k
{code}
We should investigate and try to lighten the overhead.
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