15 Commits

Author SHA1 Message Date
Dmitry Razdoburdin
d7599e095b
[SYCL] Add dask support for distributed (#10812) 2024-09-22 02:01:57 +08:00
Dmitry Razdoburdin
24d225c1ab
[SYCL] Implement UpdatePredictionCache and connect updater with leraner. (#10701)
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Co-authored-by: Dmitry Razdoburdin <>
2024-08-22 02:07:44 +08:00
Dmitry Razdoburdin
0def8e0bae
[sycl] fix fitting for fp32 devices (#10702)
Co-authored-by: Dmitry Razdoburdin <>
2024-08-15 03:50:17 +08:00
Dmitry Razdoburdin
773ded684b
[sycl] Add depth-wise policy (#10690)
Co-authored-by: Dmitry Razdoburdin <>
2024-08-13 18:12:35 +08:00
Dmitry Razdoburdin
e555a238bc
[SYCL]. Add implementation for loss-guided policy (#10681)
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Co-authored-by: Dmitry Razdoburdin <>
2024-08-09 09:04:46 +08:00
Dmitry Razdoburdin
7720272870
[sycl] add split applications and tests (#10636)
Co-authored-by: Dmitry Razdoburdin <>
2024-07-26 15:25:49 +08:00
Dmitry Razdoburdin
f6cae4da85
[SYCL] Add splits evaluation (#10605)
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Co-authored-by: Dmitry Razdoburdin <>
2024-07-22 18:14:06 +08:00
Dmitry Razdoburdin
0058301e6f
[sycl] optimise hist building (#10311)
Co-authored-by: Dmitry Razdoburdin <>
2024-05-27 10:21:22 +08:00
Dmitry Razdoburdin
c7e7ce7569
[SYCL] Add nodes initialisation (#10269)
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Co-authored-by: Dmitry Razdoburdin <>
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2024-05-21 23:38:52 +08:00
Dmitry Razdoburdin
f588252481
[sycl] add loss guided hist building (#10251)
Co-authored-by: Dmitry Razdoburdin <>
2024-05-10 22:35:13 +08:00
Dmitry Razdoburdin
dcc9639b91
[sycl] add data initialisation for training (#10222)
Co-authored-by: Dmitry Razdoburdin <>
Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2024-05-05 12:07:10 +08:00
Dmitry Razdoburdin
58513dc288
[SYCL] Add sampling initialization (#10216)
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Co-authored-by: Dmitry Razdoburdin <>
2024-04-25 04:35:52 +08:00
Dmitry Razdoburdin
6e5c335cea
[SYCL] Add basic features for QuantileHistMaker (#10174)
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Co-authored-by: Dmitry Razdoburdin <>
2024-04-15 21:24:46 +08:00
Dmitry Razdoburdin
617970a0c2
[SYCL] Add split evaluation (#10119)
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Co-authored-by: Dmitry Razdoburdin <>
2024-03-15 01:46:46 +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