16 Commits

Author SHA1 Message Date
Jiaming Yuan
04aff3af8e
Define the new device parameter. (#9362) 2023-07-13 19:30:25 +08:00
Jiaming Yuan
645037e376
Improve test coverage with predictor configuration. (#9354)
* Improve test coverage with predictor configuration.

- Test with ext memory.
- Test with QDM.
- Test with dart.
2023-07-05 15:17:22 +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
152e2fb072
Unify test helpers for creating ctx. (#9274) 2023-06-10 03:35:22 +08:00
Jiaming Yuan
08ce495b5d
Use Booster context in DMatrix. (#8896)
- Pass context from booster to DMatrix.
- Use context instead of integer for `n_threads`.
- Check the consistency configuration for `max_bin`.
- Test for all combinations of initialization options.
2023-04-28 21:47:14 +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
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
441ffc017a
Copy data from Ellpack to GHist. (#8215) 2022-09-06 23:05:49 +08:00
Jiaming Yuan
4a4e5c7c18
Prepare gradient index for Quantile DMatrix. (#8103)
* Prepare gradient index for Quantile DMatrix.

- Implement push batch with adapter batch.
- Implement `GetFvalue` for prediction.
2022-07-22 17:26:33 +08:00
Jiaming Yuan
18a38f7ca0
Refactor for GHistIndex. (#7923)
* Pass sparse page as adapter, which prepares for quantile dmatrix.
* Remove old external memory code like `rbegin` and extra `Init` function.
* Simplify type dispatch.
2022-05-23 23:04:53 +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
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
8d7c6366d7
Accept histogram cut instead gradient index in evaluation. (#7336) 2021-10-20 18:04:46 +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