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463 Commits

Author SHA1 Message Date
amdsc21
00c24a58b1 finish elementwise_metric.cu 2023-03-08 22:50:07 +01:00
amdsc21
6fa248b75f try elementwise_metric.cu 2023-03-08 22:42:48 +01:00
amdsc21
cd743a1ae9 fix DispatchRadixSort 2023-03-08 20:31:23 +01:00
amdsc21
a45005863b fix DispatchScan 2023-03-08 20:15:33 +01:00
amdsc21
bdcb036592 add context.hip 2023-03-08 07:34:19 +01:00
amdsc21
7a3a9b682a add device_helpers.hip.h 2023-03-08 07:18:33 +01:00
amdsc21
0a711662c3 add device_helpers.hip.h 2023-03-08 07:10:32 +01:00
amdsc21
312e58ec99 enable rocm, fix common.h 2023-03-08 06:45:03 +01:00
amdsc21
ca8f4e7993 enable rocm, fix stats.cuh 2023-03-08 06:43:06 +01:00
amdsc21
60795f22de enable rocm, fix linalg_op.cuh 2023-03-08 06:42:20 +01:00
amdsc21
05fdca893f enable rocm, fix cuda_pinned_allocator.h 2023-03-08 06:39:40 +01:00
amdsc21
d8cc93f3f2 enable rocm, fix algorithm.cuh 2023-03-08 06:38:35 +01:00
amdsc21
62c4efac51 enable rocm, fix transform.h 2023-03-08 06:37:34 +01:00
amdsc21
ba9e00d911 enable rocm, fix hist_util.cuh 2023-03-08 06:36:15 +01:00
amdsc21
d3be67ad8e enable rocm, fix quantile.cuh 2023-03-08 06:32:09 +01:00
amdsc21
2eb0b6aae4 enable rocm, fix threading_utils.cuh 2023-03-08 06:30:52 +01:00
amdsc21
327f1494f1 enable rocm, fix cuda_context.cuh 2023-03-08 06:29:45 +01:00
amdsc21
f2009533e1 rm hip.h 2023-03-08 06:04:01 +01:00
amdsc21
840f15209c add HIP flags, common 2023-03-08 03:11:49 +01:00
amdsc21
ed45aa2816 Merge branch 'master' into dev-hui 2023-03-08 00:39:33 +01:00
amdsc21
c51a1c9aae rename hip.cc to hip 2023-03-07 05:39:53 +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
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
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
Rong Ou
d9688f93c7
Support column-split in row partitioner (#8828) 2023-02-26 04:43:35 +08:00
Rong Ou
a65ad0bd9c
Support column split in histogram builder (#8811) 2023-02-17 22:37:01 +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
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
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
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
48cefa012e
Support multiple alphas for segmented quantile. (#8758) 2023-02-07 17:17:59 +08:00
Jiaming Yuan
28bb01aa22
Extract optional weight. (#8747) 
- Extract optional weight from coommon.h to reduce dependency on this header.
- Add test.
 2023-02-07 03:11:53 +08:00
Jiaming Yuan
a2e433a089
Fix empty DMatrix with categorical features. (#8739) 2023-02-07 00:40:11 +08:00
Rong Ou
66191e9926
Support cpu quantile sketch with column-wise data split (#8742) 2023-02-05 14:26:24 +08:00
Jiaming Yuan
3760cede0f
Consistent use of context to specify number of threads. (#8733) 
- Use context in all tests.
- Use context in R.
- Use context in C API DMatrix initialization. (0 threads is used as dft).
 2023-01-30 15:25:31 +08:00
Jiaming Yuan
21a28f2cc5
Small refactor for hist builder. (#8698) 
- Use span instead of vector as parameter. No perf change as the builder work on pointer.
- Use const pointer for reg tree.
 2023-01-30 14:06:41 +08:00
Jiaming Yuan
cfa994d57f
Multi-target support for L1 error. (#8652) 
- Add matrix support to the median function.
- Iterate through each target for quantile computation.
 2023-01-11 05:51:14 +08:00
James Lamb
fa44a33ee6
remove unused variables in JSON-parsing code (#8627) 2023-01-04 15:50:33 +08:00
Jiaming Yuan
8d545ab2a2
Implement fit stump. (#8607) 2023-01-04 04:14:51 +08:00
Jiaming Yuan
c6a8754c62
Define CUDA Context. (#8604) 
We will transition to non-default and non-blocking CUDA stream.
 2022-12-20 15:15:07 +08:00
Jiaming Yuan
a10e4cba4e
Fix linalg iterator. (#8603) 2022-12-16 23:05:03 +08:00
Jiaming Yuan
43a647a4dd
Fix inference with categorical feature. (#8591) 2022-12-15 17:57:26 +08:00
Rong Ou
15a88ceef0
Fix deprecated CUB calls in CUDA 12.0 (#8578) 2022-12-12 17:02:30 +08:00