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Add use_rmm flag to global configuration (#6656)

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* Ensure RMM is 0.18 or later

* Add use_rmm flag to global configuration

* Modify XGBCachingDeviceAllocatorImpl to skip CUB when use_rmm=True

* Update the demo

* [CI] Pin NumPy to 1.19.4, since NumPy 1.19.5 doesn't work with latest Shap
This commit is contained in:
Philip Hyunsu Cho
2021-03-09 14:53:05 -08:00
committed by GitHub
parent e4894111ba
commit 366f3cb9d8
12 changed files with 117 additions and 20 deletions
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10
R-package/tests/testthat/test_config.R
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@@ -9,3 +9,13 @@ test_that('Global configuration works with verbosity', {
xgb.set.config(verbosity = old_verbosity)
expect_equal(xgb.get.config()$verbosity, old_verbosity)
})
test_that('Global configuration works with use_rmm flag', {
old_use_rmm_flag <- xgb.get.config()$use_rmm
for (v in c(TRUE, FALSE)) {
xgb.set.config(use_rmm = v)
expect_equal(xgb.get.config()$use_rmm, v)
}
xgb.set.config(use_rmm = old_use_rmm_flag)
expect_equal(xgb.get.config()$use_rmm, old_use_rmm_flag)
})