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Author SHA1 Message Date
Jiaming Yuan
e93a274823
Small cleanup for histogram routines. (#9427) 
* Small cleanup for histogram routines.

- Extract hist train param from GPU hist.
- Make histogram const after construction.
- Unify parameter names.
 2023-08-02 18:28:26 +08:00
Rong Ou
c2b85ab68a
Clean up MGPU C++ tests (#9430) 2023-08-02 14:31:18 +08:00
Jiaming Yuan
a9da2e244a
[CI] Update github actions. (#9428) 2023-08-01 23:03:53 +08:00
Jiaming Yuan
912e341d57
Initial GPU support for the approx tree method. (#9414) 2023-07-31 15:50:28 +08:00
Bobby Wang
8f0efb4ab3
[jvm-packages] automatically set the max/min direction for best score (#9404) 2023-07-27 11:09:55 +08:00
Rong Ou
7579905e18
Retry switching to per-thread default stream (#9416) 2023-07-26 07:09:12 +08:00
Nicholas Hilton
54579da4d7
[doc] Fix typo in prediction.rst (#9415) 
Typo for `pred_contribs` and `pred_interactions`
 2023-07-26 07:03:04 +08:00
Jiaming Yuan
3a9996173e
Revert "Switch to per-thread default stream (#9396)" (#9413) 
This reverts commit f7f673b00c15458fb4dd74a2a0d2ba80369c5faf.
 2023-07-24 12:03:28 -07:00
Bobby Wang
1b657a5513
[jvm-packages] set device to cuda when tree method is "gpu_hist" (#9412) 2023-07-24 18:32:25 +08:00
Jiaming Yuan
a196443a07
Implement sketching with Hessian on GPU. (#9399) 
- Prepare for implementing approx on GPU.
- Unify the code path between weighted and uniform sketching on DMatrix.
 2023-07-24 15:43:03 +08:00
Jiaming Yuan
851cba931e
Define best_iteration only if early stopping is used. (#9403) 
* Define `best_iteration` only if early stopping is used.

This is the behavior specified by the document but not honored in the actual code.

- Don't set the attributes if there's no early stopping.
- Clean up the code for callbacks, and replace assertions with proper exceptions.
- Assign the attributes when early stopping `save_best` is used.
- Turn the attributes into Python properties.

---------

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
 2023-07-24 12:43:35 +08:00
Jiaming Yuan
01e00efc53
[breaking] Remove support for single string feature info. (#9401) 
- Input must be a sequence of strings.
- Improve validation error message.
 2023-07-24 11:06:30 +08:00
Jiaming Yuan
275da176ba
Document for device ordinal. (#9398) 
- Rewrite GPU demos. notebook is converted to script to avoid committing additional png plots.
- Add GPU demos into the sphinx gallery.
- Add RMM demos into the sphinx gallery.
- Test for firing threads with different device ordinals.
 2023-07-22 15:26:29 +08:00
Jiaming Yuan
22b0a55a04
Remove hist builder class. (#9400) 
* Remove hist build class.

* Cleanup this stateless class.

* Add comment to thread block.
 2023-07-22 10:43:12 +08:00
Jiaming Yuan
0de7c47495
Fix metric serialization. (#9405) 2023-07-22 08:39:21 +08:00
Jiaming Yuan
dbd5309b55
Fix warning message for device. (#9402) 2023-07-20 23:30:04 +08:00
Rong Ou
f7f673b00c
Switch to per-thread default stream (#9396) 2023-07-20 08:21:00 +08:00
Jiaming Yuan
7a0ccfbb49
Add compute 90. (#9397) 2023-07-19 13:42:38 +08:00
Jiaming Yuan
0897477af0
Remove unmaintained jvm readme and dev scripts. (#9395) 2023-07-18 18:23:43 +08:00
Philip Hyunsu Cho
e082718c66
[CI] Build pip wheel with RMM support (#9383) 2023-07-18 01:52:26 -07:00
Jiaming Yuan
6e18d3a290
[pyspark] Handle the device parameter in pyspark. (#9390) 
- Handle the new `device` parameter in PySpark.
- Deprecate the old `use_gpu` parameter.
 2023-07-18 08:47:03 +08:00
Philip Hyunsu Cho
2a0ff209ff
[CI] Block CI from running for dependabot PRs (#9394) 2023-07-17 10:53:57 -07:00
Jiaming Yuan
f4fb2be101
[jvm-packages] Add the new device parameter. (#9385) 2023-07-17 18:40:39 +08:00
Jiaming Yuan
2caceb157d
[jvm-packages] Reduce log verbosity for GPU tests. (#9389) 2023-07-17 13:25:46 +08:00
Jiaming Yuan
b342ef951b
Make feature validation immutable. (#9388) 2023-07-16 06:52:55 +08:00
Jiaming Yuan
0a07900b9f
Fix integer overflow. (#9380) 2023-07-15 21:11:02 +08:00
Jiaming Yuan
16eb41936d
Handle the new device parameter in dask and demos. (#9386) 
* Handle the new `device` parameter in dask and demos.

- Check no ordinal is specified in the dask interface.
- Update demos.
- Update dask doc.
- Update the condition for QDM.
 2023-07-15 19:11:20 +08:00
Jiaming Yuan
9da5050643
Turn warning messages into Python warnings. (#9387) 2023-07-15 07:46:43 +08:00
Jiaming Yuan
04aff3af8e
Define the new device parameter. (#9362) 2023-07-13 19:30:25 +08:00
Cássia Sampaio
2d0cd2817e
[doc] Fux learning_to_rank.rst (#9381) 
just adding one missing bracket
 2023-07-13 11:00:24 +08:00
jinmfeng001
a1367ea1f8
Set feature_names and feature_types in jvm-packages (#9364) 
* 1. Add parameters to set feature names and feature types
2. Save feature names and feature types to native json model

* Change serialization and deserialization format to ubj.
 2023-07-12 15:18:46 +08:00
Rong Ou
3632242e0b
Support column split with GPU quantile (#9370) 2023-07-11 12:15:56 +08:00
Jiaming Yuan
97ed944209
Unify the hist tree method for different devices. (#9363) 2023-07-11 10:04:39 +08:00
Jiaming Yuan
20c52f07d2
Support exporting cut values (#9356) 2023-07-08 15:32:41 +08:00
edumugi
c3124813e8
Support numpy vertical split (#9365) 2023-07-08 13:18:12 +08:00
Jiaming Yuan
59787b23af
Allow empty page in external memory. (#9361) 2023-07-08 09:24:35 +08:00
Rong Ou
15ca12a77e
Fix NCCL test hang (#9367) 2023-07-07 11:21:35 +08:00
Jiaming Yuan
41c6813496
Preserve order of saved updaters config. (#9355) 
- Save the updater sequence as an array instead of object.
- Warn only once.

The compatibility is kept, but we should be able to break it as the config is not loaded
in pickle model and it's declared to be not stable.
 2023-07-05 20:20:07 +08:00
Jiaming Yuan
b572a39919
[doc] Fix removed reference. (#9358) 2023-07-05 16:49:25 +08:00
Jiaming Yuan
645037e376
Improve test coverage with predictor configuration. (#9354) 
* Improve test coverage with predictor configuration.

- Test with ext memory.
- Test with QDM.
- Test with dart.
 2023-07-05 15:17:22 +08:00
Oliver Holworthy
6c9c8a9001
Enable Installation of Python Package with System lib in a Virtual Environment (#9349) 2023-07-05 05:46:17 +08:00
Boris
bb2de1fd5d
xgboost4j-gpu_2.12-2.0.0: added libxgboost4j.so back. (#9351) 2023-07-04 03:31:33 +08:00
Jiaming Yuan
d0916849a6
Remove unused weight from buffer for cat features. (#9341) 2023-07-04 01:07:09 +08:00
Jiaming Yuan
6155394a06
Update news for 1.7.6 [skip ci] (#9350) 2023-07-04 01:04:34 +08:00
Jiaming Yuan
e964654b8f
[skl] Enable cat feature without specifying tree method. (#9353) 2023-07-03 22:06:17 +08:00
Jiaming Yuan
39390cc2ee
[breaking] Remove the predictor param, allow fallback to prediction using DMatrix. (#9129) 
- A `DeviceOrd` struct is implemented to indicate the device. It will eventually replace the `gpu_id` parameter.
- The `predictor` parameter is removed.
- Fallback to `DMatrix` when `inplace_predict` is not available.
- The heuristic for choosing a predictor is only used during training.
 2023-07-03 19:23:54 +08:00
Rong Ou
3a0f787703
Support column split in GPU predictor (#9343) 2023-07-03 04:05:34 +08:00
Rong Ou
f90771eec6
Fix device communicator dependency (#9346) 2023-06-29 10:34:30 +08:00
Jiaming Yuan
f4798718c7
Use hist as the default tree method. (#9320) 2023-06-27 23:04:24 +08:00
Jiaming Yuan
bc267dd729
Use ptr from mmap for GHistIndexMatrix and ColumnMatrix. (#9315) 
* Use ptr from mmap for `GHistIndexMatrix` and `ColumnMatrix`.

- Define a resource for holding various types of memory pointers.
- Define ref vector for holding resources.
- Swap the underlying resources for GHist and ColumnM.
- Add documentation for current status.
- s390x support is removed. It should work if you can compile XGBoost, all the old workaround code does is to get GCC to compile.
 2023-06-27 19:05:46 +08:00