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71 Commits

Author SHA1 Message Date
Hui Liu
b27f35e270 rm hip from src 2024-04-22 12:31:14 -07:00
Hui Liu
8b75204fed merge latest change from upstream 2024-04-22 09:35:31 -07:00
Jiaming Yuan
3fbb221fec
[coll] Implement shutdown for tracker and comm. (#10208) 
- Force shutdown the tracker.
- Implement shutdown notice for error handling thread in comm.
 2024-04-20 04:08:17 +08:00
Dmitry Razdoburdin
6e5c335cea
[SYCL] Add basic features for QuantileHistMaker (#10174) 
---------

Co-authored-by: Dmitry Razdoburdin <>
 2024-04-15 21:24:46 +08:00
Jiaming Yuan
8bad677c2f
Update collective implementation. (#10152) 
* Update collective implementation.

- Cleanup resource during `Finalize` to avoid handling threads in destructor.
- Calculate the size for allgather automatically.
- Use simple allgather for small (smaller than the number of worker) allreduce.
 2024-03-30 18:57:31 +08:00
Dmitry Razdoburdin
6a7c6a8ae6
add sycl reaslisation of ghist builder (#10138) 
Co-authored-by: Dmitry Razdoburdin <>
 2024-03-23 12:55:25 +08:00
Hui Liu
ff549ae933 sync upstream code 2024-03-20 16:14:38 -07:00
Jiaming Yuan
53fc17578f
Use std::uint64_t for row index. (#10120) 
- Use std::uint64_t instead of size_t to avoid implementation-defined type.
- Rename to bst_idx_t, to account for other types of indexing.
- Small cleanup to the base header.
 2024-03-15 18:43:49 +08:00
Dmitry Razdoburdin
617970a0c2
[SYCL] Add split evaluation (#10119) 
---------

Co-authored-by: Dmitry Razdoburdin <>
 2024-03-15 01:46:46 +08:00
Hui Liu
968dbf25fb merge latest changes 2024-03-12 09:13:09 -07:00
Jiaming Yuan
d07b7fe8c8
Small cleanup for mock tests. (#10085) 2024-03-04 23:32:11 +08:00
Dmitry Razdoburdin
7a61216690
[sycl] add partitioning and related tests (#10080) 
Co-authored-by: Dmitry Razdoburdin <>
 2024-03-02 01:49:27 +08:00
Dmitry Razdoburdin
761845f594
[SYCL] Implement row set collection. (#10057) 
Co-authored-by: Dmitry Razdoburdin <>
 2024-02-26 21:07:36 +08:00
Dmitry Razdoburdin
057f03cacc
[SYCL] Initial implementation of GHistIndexMatrix (#10045) 
Co-authored-by: Dmitry Razdoburdin <>
 2024-02-19 04:27:15 +08:00
Hui Liu
44db1cef54 Merge branch 'master' into sync-2024Jan24 2024-02-01 14:41:48 -08:00
Dmitry Razdoburdin
234674a0a6
[sync]. Add partition builder. (#10011) 
---------

Co-authored-by: Dmitry Razdoburdin <>
 2024-01-31 17:39:48 +08:00
Hui Liu
1e1e8be3a5 merge latest, Jan 12 2024 2024-01-12 09:57:11 -08:00
Hui Liu
2d7ffbdf3d merge latest changes 2023-12-13 21:06:28 -08:00
Dmitry Razdoburdin
43897b8296
Sycl implementation for objective functions (#9846) 
---------

Co-authored-by: Dmitry Razdoburdin <>
 2023-12-12 14:41:50 +08:00
Dmitry Razdoburdin
381f1d3dc9
Add support inference on SYCL devices (#9800) 
---------

Co-authored-by: Dmitry Razdoburdin <>
Co-authored-by: Nikolay Petrov <nikolay.a.petrov@intel.com>
Co-authored-by: Alexandra <alexandra.epanchinzeva@intel.com>
 2023-12-04 16:15:57 +08:00
Jiaming Yuan
06bdc15e9b
[coll] Pass context to various functions. (#9772) 
* [coll] Pass context to various functions.

In the future, the `Context` object would be required for collective operations, this PR
passes the context object to some required functions to prepare for swapping out the
implementation.
 2023-11-08 09:54:05 +08:00
Jiaming Yuan
6c0a190f6d
[coll] Add comm group. (#9759) 
- Implement `CommGroup` for double dispatching.
- Small cleanup to tracker for handling abort.
 2023-11-07 11:12:31 +08:00
Hui Liu
3af5dfd546 Merge branch 'master' 2023-11-02 09:05:31 -07:00
Jiaming Yuan
4da4e092b5
[coll] Improvements and fixes for tracker and allreduce. (#9745) 
- Allow the tracker to wait.
- Fix allreduce type cast
- Return args from the federated tracker.
 2023-11-02 04:06:46 +08:00
Hui Liu
123af45327 Merge branch 'master' 2023-10-31 15:59:31 -07:00
Jiaming Yuan
bc995a4865
[coll] Add federated coll. (#9738) 
- Define a new data type, the proto file is copied for now.
- Merge client and communicator into `FederatedColl`.
- Define CUDA variant.
- Migrate tests for CPU, add tests for CUDA.
 2023-11-01 04:06:46 +08:00
Hui Liu
d7f1235b7d Merge branch 'master' into sync-condition-2023Oct11 2023-10-30 13:19:33 -07:00
Jiaming Yuan
80390e6cb6
[coll] Federated comm. (#9732) 2023-10-31 02:39:55 +08:00
Hui Liu
15421e40d9 enable ROCm on latest XGBoost 2023-10-23 11:07:08 -07:00
Your Name
ea19555474 temp merge, disable 1 line, SetValid 2023-10-12 16:16:44 -07:00
Rong Ou
e164d51c43
Improve allgather functions (#9649) 2023-10-12 23:31:43 +08:00
Rong Ou
66a0832778
Add tests for gpu_approx (#9553) 2023-09-07 17:21:58 +08:00
Rong Ou
c928dd4ff5
Support vertical federated learning with gpu_hist (#9539) 2023-09-03 11:37:11 +08:00
Rong Ou
6103dca0bb
Support column split in GPU evaluate splits (#9511) 2023-08-23 16:33:43 +08:00
Rong Ou
bde1ebc209
Switch back to the GPUIDX macro (#9438) 2023-08-04 15:14:31 +08:00
Rong Ou
c2b85ab68a
Clean up MGPU C++ tests (#9430) 2023-08-02 14:31:18 +08:00
Jiaming Yuan
04aff3af8e
Define the new device parameter. (#9362) 2023-07-13 19:30:25 +08:00
Rong Ou
f90771eec6
Fix device communicator dependency (#9346) 2023-06-29 10:34:30 +08:00
amdsc21
5ca7daaa13 merge latest changes 2023-06-15 21:39:14 +02:00
Rong Ou
e70810be8a
Refactor device communicator to make allreduce more flexible (#9295) 2023-06-14 03:53:03 +08:00
amdsc21
5f78360949 merge changes Jun092023 2023-06-09 22:41:33 +02:00
Jiaming Yuan
152e2fb072
Unify test helpers for creating ctx. (#9274) 2023-06-10 03:35:22 +08:00
Your Name
42867a4805 sync Jun 1 2023-06-01 15:55:06 -07:00
Rong Ou
5b69534b43
Support column split in multi-target hist (#9171) 2023-05-26 16:56:05 +08:00
amdsc21
8cad8c693c sync up May15 2023 2023-05-15 18:59:18 +02:00
Rong Ou
52311dcec9
Fix multi-threaded gtests (#9148) 2023-05-10 19:15:32 +08:00
amdsc21
5446c501af merge 23Mar01 2023-05-02 00:05:58 +02:00
Rong Ou
511d4996b5
Rely on gRPC to generate random port (#9102) 2023-04-27 09:48:26 +08:00
Rong Ou
42d100de18
Make sure metrics work with federated learning (#9037) 2023-04-19 15:39:11 +08:00
amdsc21
08bc4b0c0f Merge branch 'master' into sync-condition-2023Apr11 2023-04-11 19:38:38 +02:00