2 Commits

Author SHA1 Message Date
Jiaming Yuan
8d06878bf9
Deterministic GPU histogram. (#5361)
* Use pre-rounding based method to obtain reproducible floating point
  summation.
* GPU Hist for regression and classification are bit-by-bit reproducible.
* Add doc.
* Switch to thrust reduce for `node_sum_gradient`.
2020-03-04 15:13:28 +08:00
Jiaming Yuan
298ebe68ac
[Breaking] Remove learning_rates in Python. (#5155)
* Remove `learning_rates`.

It's been deprecated since we have callback.

* Set `before_iteration` of `reset_learning_rate` to False to preserve 
  the initial learning rate, and comply to the term "reset".

Closes #4709.

* Tests for various `tree_method`.
2019-12-24 14:25:48 +08:00