11 Commits

Author SHA1 Message Date
Jiaming Yuan
e8a962575a
[EM] Allow staging ellpack on host for GPU external memory. (#10488)
- New parameter `on_host`.
- Abstract format creation and stream creation into policy classes.
2024-06-28 04:42:18 +08:00
Jiaming Yuan
e5f1720656
[EM] Avoid writing cut matrix to cache. (#10444) 2024-06-19 18:03:38 +08:00
Jiaming Yuan
0808e50ae8
Sync stream in ellpack format. (#10374) 2024-06-04 12:58:26 +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
Jiaming Yuan
3515931305
Initial support for external memory in gradient index. (#7183)
* Add hessian to batch param in preparation of new approx impl.
* Extract a push method for gradient index matrix.
* Use span instead of vector ref for hessian in sketching.
* Create a binary format for gradient index.
2021-09-13 12:40:56 +08:00
Jiaming Yuan
c766f143ab
Refactor external memory formats. (#7089)
* Save base_rowid.
* Return write size.
* Remove unused function.
2021-07-08 04:04:51 +08:00
Jiaming Yuan
0012f2ef93
Upgrade clang-tidy on CI. (#5469)
* Correct all clang-tidy errors.
* Upgrade clang-tidy to 10 on CI.

Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
2020-04-05 04:42:29 +08:00
Rory Mitchell
3ad4333b0e
Partial rewrite EllpackPage (#5352) 2020-03-11 10:15:53 +13:00
Rory Mitchell
b2b2c4e231
Remove SimpleCSRSource (#5315) 2020-02-18 16:49:17 +13:00
Rong Ou
0afcc55d98 Support multiple batches in gpu_hist (#5014)
* Initial external memory training support for GPU Hist tree method.
2019-11-16 14:50:20 +08:00
Rong Ou
5b1715d97c Write ELLPACK pages to disk (#4879)
* add ellpack source
* add batch param
* extract function to parse cache info
* construct ellpack info separately
* push batch to ellpack page
* write ellpack page.
* make sparse page source reusable
2019-10-22 23:44:32 -04:00