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Author SHA1 Message Date
amdsc21
eb30cb6293 add hip support 2023-03-07 03:49:52 +01:00
amdsc21
cafbfce51f add hip.h 2023-03-07 03:46:26 +01:00
amdsc21
6039a71e6c add hip structure 2023-03-07 02:17:19 +01:00
Jiaming Yuan
7eba285a1e
Support sklearn cross validation for ranker. (#8859) 
* Support sklearn cross validation for ranker.

- Add a convention for X to include a special `qid` column.

sklearn utilities consider only `X`, `y` and `sample_weight` for supervised learning
algorithms, but we need an additional qid array for ranking.

It's important to be able to support the cross validation function in sklearn since all
other tuning functions like grid search are based on cross validation.
 2023-03-07 00:22:08 +08:00
Jiaming Yuan
cad7401783
Disable gcc parallel extension if openmp is not available. (#8871) 
`<parallel/algorithm>` internally includes the <omp.h> header, which leads to an error
when openmp is not available.
 2023-03-06 22:51:06 +08:00
Jiaming Yuan
228a46e8ad
Support learning rate for zero-hessian objectives. (#8866) 2023-03-06 20:33:28 +08:00
Jiaming Yuan
173096a6a7
Discover libasan.so.6. (#8864) 2023-03-06 18:56:54 +08:00
Jiaming Yuan
6a892ce281
Specify src path for isort. (#8867) 2023-03-06 17:30:27 +08:00
Jiaming Yuan
4d665b3fb0
Restore clang tidy test. (#8861) 2023-03-03 13:47:04 -08:00
Rong Ou
2dc22e7aad
Take advantage of C++17 features (#8858) 
---------

Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2023-03-04 00:24:13 +08:00
Rory Mitchell
69a50248b7
Fix scope of feature set pointers (#8850) 
---------

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2023-03-02 12:37:14 +08:00
mzzhang95
6cef9a08e9
[pyspark] Update eval_metric validation to support list of strings (#8826) 2023-03-02 08:24:12 +08:00
Jiaming Yuan
803d5e3c4c
Update c++ requirement to 17 for the R package. (#8860) 2023-03-01 14:49:39 -08:00
Rong Ou
a5852365fd
Update dmlc-core to get C++17 deprecation warning (#8855) 2023-03-01 12:30:59 -08:00
Rong Ou
7cbaee9916
Support column split in approx tree method (#8847) 2023-03-02 03:59:07 +08:00
Philip Hyunsu Cho
6d8afb2218
[CI] Require C++17 + CMake 3.18; Use CUDA 11.8 in CI (#8853) 
* Update to C++17

* Turn off unity build

* Update CMake to 3.18

* Use MSVC 2022 + CUDA 11.8

* Re-create stack for worker images

* Allocate more disk space for Windows

* Tempiorarily disable clang-tidy

* RAPIDS now requires Python 3.10+

* Unpin cuda-python

* Use latest NCCL

* Use Ubuntu 20.04 in RMM image

* Mark failing mgpu test as xfail
 2023-03-01 09:22:24 -08:00
Jiaming Yuan
d54ef56f6f
Fix cache with gc (#8851) 
- Make DMatrixCache thread-safe.
- Remove the use of thread-local memory.
 2023-03-01 00:39:06 +08:00
Rong Ou
d9688f93c7
Support column-split in row partitioner (#8828) 2023-02-26 04:43:35 +08:00
Mauro Leggieri
90c0633a28
Fixes compilation errors on MSVC x86 targets (#8823) 2023-02-26 03:20:28 +08:00
Rong Ou
a65ad0bd9c
Support column split in histogram builder (#8811) 2023-02-17 22:37:01 +08:00
dependabot[bot]
40fd3d6d5f
Bump maven-javadoc-plugin in /jvm-packages/xgboost4j-gpu (#8815) 
Bumps [maven-javadoc-plugin](https://github.com/apache/maven-javadoc-plugin) from 3.4.1 to 3.5.0.
- [Release notes](https://github.com/apache/maven-javadoc-plugin/releases)
- [Commits](https://github.com/apache/maven-javadoc-plugin/compare/maven-javadoc-plugin-3.4.1...maven-javadoc-plugin-3.5.0)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-javadoc-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2023-02-17 16:39:16 +08:00
dependabot[bot]
6ce9a35f55
Bump maven-javadoc-plugin from 3.4.1 to 3.5.0 in /jvm-packages/xgboost4j (#8813) 
Bumps [maven-javadoc-plugin](https://github.com/apache/maven-javadoc-plugin) from 3.4.1 to 3.5.0.
- [Release notes](https://github.com/apache/maven-javadoc-plugin/releases)
- [Commits](https://github.com/apache/maven-javadoc-plugin/compare/maven-javadoc-plugin-3.4.1...maven-javadoc-plugin-3.5.0)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-javadoc-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2023-02-17 15:04:06 +08:00
dependabot[bot]
d62daa0b32
Bump maven-javadoc-plugin from 3.4.1 to 3.5.0 in /jvm-packages (#8814) 
Bumps [maven-javadoc-plugin](https://github.com/apache/maven-javadoc-plugin) from 3.4.1 to 3.5.0.
- [Release notes](https://github.com/apache/maven-javadoc-plugin/releases)
- [Commits](https://github.com/apache/maven-javadoc-plugin/compare/maven-javadoc-plugin-3.4.1...maven-javadoc-plugin-3.5.0)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-javadoc-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2023-02-16 23:16:11 +08:00
Jiaming Yuan
c0afdb6786
Fix CPU bin compression with categorical data. (#8809) 
* Fix CPU bin compression with categorical data.

* The bug causes the maximum category to be lesser than 256 or the maximum number of bins when
the input data is dense.
 2023-02-16 04:20:34 +08:00
Jiaming Yuan
cce4af4acf
Initial support for quantile loss. (#8750) 
- Add support for Python.
- Add objective.
 2023-02-16 02:30:18 +08:00
Jiaming Yuan
282b1729da
Specify the number of threads for parallel sort. (#8735) 
* Specify the number of threads for parallel sort.

- Pass context object into argsort.
- Replace macros with inline functions.
 2023-02-16 00:20:19 +08:00
Jiaming Yuan
c7c485d052
Extract fit intercept. (#8793) 2023-02-15 22:41:31 +08:00
Jiaming Yuan
594371e35b
Fix CPP lint. (#8807) 2023-02-15 20:16:35 +08:00
Jiaming Yuan
e62167937b
[CI] Update action cache for jvm tests. (#8806) 2023-02-15 18:43:48 +08:00
Rong Ou
74572b5d45
Add convenience method for allgather (#8804) 2023-02-15 11:37:11 +08:00
WeichenXu
f27a7258c6
Fix feature types param (#8772) 
Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
 2023-02-14 02:16:42 +08:00
Jiaming Yuan
52d0230b58
Fix merge conflict. (#8791) 2023-02-13 23:43:42 +08:00
Jiaming Yuan
81b2ee1153
Pass DMatrix into metric for caching. (#8790) 2023-02-13 22:15:05 +08:00
Jiaming Yuan
31d3ec07af
Extract device algorithms. (#8789) 2023-02-13 20:53:53 +08:00
Jiaming Yuan
457f704e3d
Add quantile metric. (#8761) 2023-02-13 19:07:40 +08:00
Jiaming Yuan
d11a0044cf
Generalize prediction cache. (#8783) 
* Extract most of the functionality into `DMatrixCache`.
* Move API entry to independent file to reduce dependency on `predictor.h` file.
* Add test.

---------

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
 2023-02-13 12:36:43 +08:00
Rong Ou
ed91e775ec
Fix quantile tests running on multi-gpus (#8775) 
* Fix quantile tests running on multi-gpus

* Run some gtests with multiple GPUs

* fix mgpu test naming

* Instruct NCCL to print extra logs

* Allocate extra space in /dev/shm to enable NCCL

* use gtest_skip to skip mgpu tests

---------

Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>
 2023-02-12 17:00:26 -08:00
Jiaming Yuan
225b3158f6
Support custom metric in sklearn ranker. (#8786) 2023-02-12 13:14:07 +08:00
Jiaming Yuan
17b709acb9
Rename ranking utils to threading utils. (#8785) 2023-02-12 05:41:18 +08:00
Jiaming Yuan
70c9b885ef
Extract floating point rounding routines. (#8771) 2023-02-12 04:26:41 +08:00
Jiaming Yuan
e9c178f402
[doc] Document update [skip ci] (#8784) 
- Remove version specifics in cat demo.
- Remove aws yarn.
- Update faq.
- Stop mentioning MPI.
- Update sphinx inventory links.
- Fix typo.
 2023-02-12 04:25:22 +08:00
Jiaming Yuan
8a16944664
Fix ranking with quantile dmatrix and group weight. (#8762) 2023-02-10 20:32:35 +08:00
Dai-Jie (Jay) Wu
ad0ccc6e4f
[doc] fix inconsistent doc and minor typo for external memory (#8773) 2023-02-10 01:05:34 +08:00
Jiaming Yuan
199c421d60
Send default configuration from metric to objective. (#8760) 2023-02-09 20:18:07 +08:00
Jiaming Yuan
5f76edd296
Extract make metric name from ranking metric. (#8768) 
- Extract the metric parsing routine from ranking.
- Add a test.
- Accept null for string view.
 2023-02-09 18:30:21 +08:00
Jiaming Yuan
4ead65a28c
Increase timeout limit for linear. (#8767) 2023-02-09 18:20:12 +08:00
Rong Ou
cbf98cb9c6
Add Allgather to collective communicator (#8765) 
* Add Allgather to collective communicator
 2023-02-09 11:31:22 +08:00
Jiaming Yuan
48cefa012e
Support multiple alphas for segmented quantile. (#8758) 2023-02-07 17:17:59 +08:00
Jiaming Yuan
c4802bfcd0
Cleanup booster param types. (#8756) 2023-02-07 15:52:19 +08:00
Jiaming Yuan
7b3d473593
[doc] Add demo for inference using individual tree. (#8752) 2023-02-07 04:40:18 +08:00