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Optimisations to scan kernel #157

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merged 7 commits into from
Sep 23, 2024
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RAMitchell
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Some performance numbers:

dataset max_depth PR #152 main This PR
Airline 8 1.240454 1.227512 1.232933
16 1.699671 1.534235 1.481347
Wine 8 1.045785 1.042129 1.042439
16 1.855366 1.678566 1.528984
YearPredictionMSD 8 3.023942 3.040562 2.881305
16 27.307748 26.455262 22.803253
adult 8 2.034721 2.713914 2.613187
16 3.818123 2.341759 2.211143
covtype 8 6.403403 6.805757 6.589184
16 19.547341 18.109158 16.711339
epsilon 8 24.606926 21.542766 21.221759
16 430.767659 320.014831 255.979749
higgs 8 1.503556 1.508633 1.452655
16 6.907475 6.856589 5.593349
kddcup99 8 1.722053 1.610332 1.695249
16 2.735567 2.057228 2.037838
make_classification 8 18.130453 18.325938 17.865216
16 131.233685 131.645496 114.272764
make_regression 8 4.30786 4.039117 4.103192
16 34.079777 32.005323 28.106314
mnist 8 18.576233 13.380752 13.331378
16 193.952795 128.222687 110.471264
satimage 8 1.724287 1.533877 1.50608
16 6.63816 5.858919 4.212776

@RAMitchell RAMitchell marked this pull request as ready for review September 18, 2024 10:31
@RAMitchell RAMitchell merged commit 04e20ca into rapidsai:main Sep 23, 2024
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2 participants