17 Commits

Author SHA1 Message Date
Rong Ou
38ab79f889 Make HostDeviceVector single gpu only (#4773)
* Make HostDeviceVector single gpu only
2019-08-26 09:51:13 +12:00
Rong Ou
c5b229632d [BREAKING] prevent multi-gpu usage (#4749)
* prevent multi-gpu usage

* fix distributed test

* combine gpu predictor tests

* set upper bound on n_gpus
2019-08-13 09:11:35 +12:00
Philip Hyunsu Cho
96bf91725b
Support ndcg- and map- (#4635) 2019-07-03 22:51:48 -07:00
Jiaming Yuan
2f1319f273
Add rmsle metric and reg:squaredlogerror objective (#4541) 2019-06-11 05:48:27 +08:00
Jiaming Yuan
c589eff941
De-duplicate GPU parameters. (#4454)
* Only define `gpu_id` and `n_gpus` in `LearnerTrainParam`
* Pass LearnerTrainParam through XGBoost vid factory method.
* Disable all GPU usage when GPU related parameters are not specified (fixes XGBoost choosing GPU over aggressively).
* Test learner train param io.
* Fix gpu pickling.
2019-05-29 11:55:57 +08:00
Jiaming Yuan
84d992babc
GPU multiclass metrics (#4368)
* Port multi classes metrics to CUDA.
2019-04-15 17:47:47 +08:00
Jiaming Yuan
7b9043cf71
Fix clang-tidy warnings. (#4149)
* Upgrade gtest for clang-tidy.
* Use CMake to install GTest instead of mv.
* Don't enforce clang-tidy to return 0 due to errors in thrust.
* Add a small test for tidy itself.

* Reformat.
2019-03-13 02:25:51 +08:00
Jiaming Yuan
48dddfd635
Porting elementwise metrics to GPU. (#3952)
* Port elementwise metrics to GPU.

* All elementwise metrics are converted to static polymorphic.
* Create a reducer for metrics reduction.
* Remove const of Metric::Eval to accommodate CubMemory.
2018-12-01 18:46:45 +13:00
trivialfis
cf2d86a4f6 Add travis sanitizers tests. (#3557)
* Add travis sanitizers tests.

* Add gcc-7 in Travis.
* Add SANITIZER_PATH for CMake.
* Enable sanitizer tests in Travis.

* Fix memory leaks in tests.

* Fix all memory leaks reported by Address Sanitizer.
* tests/cpp/helpers.h/CreateDMatrix now returns raw pointer.
2018-08-19 16:40:30 +12:00
ngoyal2707
5cd851ccef added code for instance based weighing for rank objectives (#3379)
* added code for instance based weighing for rank objectives

* Fix lint
2018-06-22 15:10:59 -07:00
Rory Mitchell
a1ec7b1716
Change reduce operation from thrust to cub. Fix for cuda 9.1 error (#3218)
* Change reduce operation from thrust to cub. Fix for cuda 9.1 runtime error

* Unit test sum reduce
2018-04-04 14:21:48 +12:00
Arjan van der Velde
04221a7469 rank_metric: add AUC-PR (#3172)
* rank_metric: add AUC-PR

Implementation of the AUC-PR calculation for weighted data, proposed by Keilwagen, Grosse and Grau (https://doi.org/10.1371/journal.pone.0092209)

* rank_metric: fix lint warnings

* Implement tests for AUC-PR and fix implementation

* add aucpr to documentation for other languages
2018-03-23 10:43:47 -04:00
Rory Mitchell
e939192978 Cmake improvements (#2487)
* Cmake improvements
* Add google test to cmake
2017-07-06 18:05:11 +12:00
AbdealiJK
a7e20555a3 tests/cpp: Add tests for rank_metrics.cc 2016-12-04 11:25:57 -08:00
AbdealiJK
4a2ef130a7 tests/cpp: Add test for elementwise_metric.cc 2016-12-04 11:25:57 -08:00
AbdealiJK
03abd47f49 tests/cpp: Add tests for Metric RMSE 2016-12-04 11:25:57 -08:00
AbdealiJK
582c373274 tests/cpp: Add tests for metric.cc 2016-12-04 11:25:57 -08:00