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Optimize prediction with QuantileDMatrix. #9096

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merged 4 commits into from
Apr 27, 2023

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@trivialfis trivialfis commented Apr 26, 2023

Related #9013 .

  • Reduce overhead in FVecDrop.
  • Reduce overhead caused by HostVector() calls.

With the local script used in the referenced issue, the evaluation time is reduced from 27.7421s down to 13.7724s

@trivialfis trivialfis changed the title [WIP] Optimize prediction with QuantileDMatrix. Optimize prediction with QuantileDMatrix. Apr 26, 2023
@trivialfis trivialfis merged commit 0e470ef into dmlc:master Apr 27, 2023
@trivialfis trivialfis deleted the opt-cpu-qdm-predt branch April 27, 2023 16:51
trivialfis added a commit to trivialfis/xgboost that referenced this pull request Jun 15, 2023
@trivialfis trivialfis mentioned this pull request Jun 15, 2023
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