[Feature] Add multithreaded searches for all Decision Forest trees simultaneously #2441
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icfaust
requested review from
Alexsandruss,
samir-nasibli and
KulikovNikita
as code owners
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/intelci: run |
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/intelci: run |
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Common PreCommit job with intel/scikit-learn-intelex#1333: http://intel-ci.intel.com/ee459771-cca8-f11a-93c5-a4bf010d0e2e |
Alexsandruss
approved these changes
Aug 28, 2023
KulikovNikita
approved these changes
Aug 28, 2023
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Description
As of now, only single threaded DFS and BFS exist. This uses dal::detail::threader_for to make it run all trees simultaneously. This provides a speedup for Scikit-Learn-intelex RF preview.
Changes proposed in this pull request: