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GPU: Support XGBoostRegressor and XGBoostRanker #10560

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merged 1 commit into from
Jul 17, 2024

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@wbo4958 wbo4958 commented Jul 10, 2024

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@wbo4958 wbo4958 changed the title Support XGBoostRegressor and XGBoostRanker GPU: Support XGBoostRegressor and XGBoostRanker Jul 10, 2024
@wbo4958 wbo4958 force-pushed the jvm-rewrite-gpu-rank branch from 5dea7b9 to 8d15912 Compare July 15, 2024 23:49
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wbo4958 commented Jul 16, 2024

Hi @trivialfis, Could you help merge this PR?

// }
//
// System.out.println("--------------");
// Float[][] features1 = {
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Do you plan to remove this?

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Yes, they will be removed in the following PR.

@trivialfis trivialfis merged commit b1d0ef7 into dmlc:jvm-rewrite Jul 17, 2024
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wbo4958 added a commit to wbo4958/xgboost that referenced this pull request Jul 22, 2024
* [jvm-packages] Rewrite xgboost jvm packages (dmlc#10416)

* [jvm-packages] Rewrite xgboost jvm packages

* Support uber jar for xgboost4j-spark

* Remove linking for xgboost4j-gpu

* move the library into xgboost4j instead of xgboost4j-gpu

* Remove xgboost4j-gpu, move them into xgboost4j-spark-gpu

* update

* format

* plugin for gpu

* the initial xgboost-spark-gpu can work

* rearchitecture

* Support dataset eval (#10)

Support dataset as the eval

* Support missing value and add tests. (#11)

* Support base margin and add more tests (#12)

* Support customized objective (#13)

* Support more tests (#14)

* Support vector transform and more tests. (#15)

* Support feature names and feature types (#16)

* extends ProbabilisticClassifier  (#17)

* remove the old model in test (#18)

* support gpu transform (#19)

* fix test (#20)

* Rewrite cudf column and cudf column batch. (#21)

* Support missing for DMatrix creating from Databatch iterator and fix binary transform (dmlc#10495)

* Support XGBoostRanker and XGBoostRegressor (dmlc#10505)

* Gpu: Support rank and regressor (dmlc#10560)

* support shading gpu

* install the shader package

* Support scala 2.13
wbo4958 added a commit to wbo4958/xgboost that referenced this pull request Jul 22, 2024
* [jvm-packages] Rewrite xgboost jvm packages (dmlc#10416)

* [jvm-packages] Rewrite xgboost jvm packages

* Support uber jar for xgboost4j-spark

* Remove linking for xgboost4j-gpu

* move the library into xgboost4j instead of xgboost4j-gpu

* Remove xgboost4j-gpu, move them into xgboost4j-spark-gpu

* update

* format

* plugin for gpu

* the initial xgboost-spark-gpu can work

* rearchitecture

* Support dataset eval (#10)

Support dataset as the eval

* Support missing value and add tests. (#11)

* Support base margin and add more tests (#12)

* Support customized objective (#13)

* Support more tests (#14)

* Support vector transform and more tests. (#15)

* Support feature names and feature types (#16)

* extends ProbabilisticClassifier  (#17)

* remove the old model in test (#18)

* support gpu transform (#19)

* fix test (#20)

* Rewrite cudf column and cudf column batch. (#21)

* Support missing for DMatrix creating from Databatch iterator and fix binary transform (dmlc#10495)

* Support XGBoostRanker and XGBoostRegressor (dmlc#10505)

* Gpu: Support rank and regressor (dmlc#10560)

* support shading gpu

* install the shader package

* Support scala 2.13
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2 participants