8 Commits

Author SHA1 Message Date
Jiaming Yuan
6762c45494
Small cleanup to gradient index and hist. (#7668)
* Code comments.
* Const accessor to index.
* Remove some weird variables in the `Index` class.
* Simplify the `MemStackAllocator`.
2022-02-23 11:37:21 +08:00
Jiaming Yuan
2775c2a1ab
Prepare external memory support for hist. (#7638)
This PR prepares the GHistIndexMatrix to host the column matrix which is used by the hist tree method by accepting sparse_threshold parameter.

Some cleanups are made to ensure the correct batch param is being passed into DMatrix along with some additional tests for correctness of SimpleDMatrix.
2022-02-10 16:58:02 +08:00
Jiaming Yuan
e060519d4f
Avoid regenerating the gradient index for approx. (#7591) 2022-01-26 21:41:30 +08:00
Jiaming Yuan
5817840858
Remove omp_get_max_threads in data. (#7588) 2022-01-24 02:44:07 +08:00
Jiaming Yuan
9ab73f737e
Extract Sketch Entry from hist maker. (#7503)
* Extract Sketch Entry from hist maker.

* Add a new sketch container for sorted inputs.
* Optimize bin search.
2021-12-18 05:36:56 +08:00
Jiaming Yuan
ccdabe4512
Support building gradient index with cat data. (#7371) 2021-11-03 22:37:37 +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
1cd20efe68
Move GHistIndex into DMatrix. (#7064) 2021-07-01 00:44:49 +08:00