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Copy output data for sort. #6866

Merged
merged 4 commits into from
Apr 16, 2021
Merged

Copy output data for sort. #6866

merged 4 commits into from
Apr 16, 2021

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trivialfis
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@trivialfis trivialfis commented Apr 15, 2021

Close #6865 .

auc

@hcho3
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hcho3 commented Apr 16, 2021

Did you test this PR with the example provided in #6865 ?

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trivialfis commented Apr 16, 2021

@hcho3 Yes. Same code same data.

@trivialfis trivialfis changed the title Replace cub sort with thrust stable sort. Copy output data for sort. Apr 16, 2021
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@RAMitchell @hcho3 My bad. It's actually caused by the input data being written. Weird though I have tested it on some large datasets but only showing up now ...

@trivialfis trivialfis mentioned this pull request Apr 16, 2021
8 tasks
* Fix AUC for binary and multi-class.

* Sort in ranking is not replaced as that will require a binary search since thrust sort
doesn't support offset.  Also ranking is done is multiple groups so each segment has much
smaller number of values.  From testing on mslr the result seems stable.
@trivialfis trivialfis merged commit 1b26a2a into dmlc:master Apr 16, 2021
@trivialfis trivialfis deleted the fix-gpu-auc branch April 16, 2021 13:05
trivialfis added a commit to trivialfis/xgboost that referenced this pull request Apr 16, 2021
trivialfis added a commit that referenced this pull request Apr 16, 2021
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[BUG] xgb.cv() auc metric computation in v1.4.0 release with tree_method='gpu_hist' broken
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