7 Commits

Author	SHA1	Message	Date
Jiaming Yuan	798af22ff4	Add categorical data support to GPU predictor. (#6165)	2020-09-29 11:25:34 +08:00
Jiaming Yuan	75b8c22b0b	Fix prediction heuristic (#5955) ... * Relax check for prediction. * Relax test in spark test. * Add tests in C++.	2020-07-29 19:24:07 +08:00
Jiaming Yuan	1a0801238e	Implement iterative DMatrix. (#5837)	2020-07-03 11:44:52 +08:00
Jiaming Yuan	6671b42dd4	Use ellpack for prediction only when sparsepage doesn't exist. (#5504)	2020-04-10 12:15:46 +08:00
Jiaming Yuan	6601a641d7	Thread safe, inplace prediction. (#5389) ... Normal prediction with DMatrix is now thread safe with locks. Added inplace prediction is lock free thread safe. When data is on device (cupy, cudf), the returned data is also on device. * Implementation for numpy, csr, cudf and cupy. * Implementation for dask. * Remove sync in simple dmatrix.	2020-03-30 15:35:28 +08:00
Jiaming Yuan	4942da64ae	Refactor tests with data generator. (#5439)	2020-03-27 06:44:44 +08:00
Jiaming Yuan	655cf17b60	Predict on Ellpack. (#5327) ... * Unify GPU prediction node. * Add `PageExists`. * Dispatch prediction on input data for GPU Predictor.	2020-02-23 06:27:03 +08:00