Dmitry Razdoburdin and Dmitry Razdoburdin <>
f588252481
[sycl] add loss guided hist building ( #10251 )
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Co-authored-by: Dmitry Razdoburdin <>
2024-05-10 22:35:13 +08:00
dcc9639b91
[sycl] add data initialisation for training ( #10222 )
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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 and 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 and 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 and Dmitry Razdoburdin <>
6a7c6a8ae6
add sycl reaslisation of ghist builder ( #10138 )
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Co-authored-by: Dmitry Razdoburdin <>
2024-03-23 12:55:25 +08:00
Dmitry Razdoburdin and 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 and Dmitry Razdoburdin <>
7a61216690
[sycl] add partitioning and related tests ( #10080 )
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Co-authored-by: Dmitry Razdoburdin <>
2024-03-02 01:49:27 +08:00
Dmitry Razdoburdin and Dmitry Razdoburdin <>
761845f594
[SYCL] Implement row set collection. ( #10057 )
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Co-authored-by: Dmitry Razdoburdin <>
2024-02-26 21:07:36 +08:00
Dmitry Razdoburdin and Dmitry Razdoburdin <>
057f03cacc
[SYCL] Initial implementation of GHistIndexMatrix ( #10045 )
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Co-authored-by: Dmitry Razdoburdin <>
2024-02-19 04:27:15 +08:00
Dmitry Razdoburdin and Dmitry Razdoburdin <>
234674a0a6
[sync]. Add partition builder. ( #10011 )
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Co-authored-by: Dmitry Razdoburdin <>
2024-01-31 17:39:48 +08:00
Dmitry Razdoburdin and Dmitry Razdoburdin <>
2a6ab2547d
SYCL inference optimization ( #9876 )
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Co-authored-by: Dmitry Razdoburdin <>
2023-12-15 11:04:39 +08:00
Dmitry Razdoburdin and Dmitry Razdoburdin <>
43897b8296
Sycl implementation for objective functions ( #9846 )
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Co-authored-by: Dmitry Razdoburdin <>
2023-12-12 14:41:50 +08:00
381f1d3dc9
Add support inference on SYCL devices ( #9800 )
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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
Dmitry Razdoburdin and Dmitry Razdoburdin <>
9c22df9342
Fix mingw hanging on regex in context ( #9729 )
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Co-authored-by: Dmitry Razdoburdin <>
2023-10-27 20:01:35 +08:00
Dmitry Razdoburdin and Dmitry Razdoburdin <>
f41a08fda8
Add 'sycl' devices to the context ( #9691 )
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Co-authored-by: Dmitry Razdoburdin <>
2023-10-26 22:17:56 +08:00
Dmitry Razdoburdin
ea9f09716b
Reorder if-else statements to allow using of cpu branches for sycl-devices ( #9682 )
2023-10-18 10:55:33 +08:00
5bd849f1b5
Unify the partitioner for hist and approx.
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Co-authored-by: dmitry.razdoburdin <drazdobu@jfldaal005.jf.intel.com >
Co-authored-by: jiamingy <jm.yuan@outlook.com >
2022-10-20 02:49:20 +08:00
c24e9d712c
Dispatcher for template parameters of BuildHist Kernels ( #8259 )
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* Intoducing Column Wise Hist Building
* linting
* more linting
* bug fixing
* Removing column samping optimization for a while to simplify the review process.
* linting
* Removing unnecessary changes
* Use DispatchBinType in hist_util.cc
* Adding force_read_by column flag to buildhist. Adding tests for column wise buiilhist.
* Introducing new dispatcher for compile time flags in hist building
* fixing bug with using of DispatchBinType
* Fixing building
* Merging with master branch
Co-authored-by: dmitry.razdoburdin <drazdobu@jfldaal005.jf.intel.com >
Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu >
2022-10-06 03:02:29 -08:00
Dmitry Razdoburdin and dmitry.razdoburdin
eb7bbee2c9
Optional by-column histogram build. ( #8233 )
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Co-authored-by: dmitry.razdoburdin <drazdobu@jfldaal005.jf.intel.com >
2022-09-22 05:16:13 +08:00
Dmitry RazdoburdinandDmitry Razdoburdin <>
