De-duplicate GPU parameters. (#4454)

* Only define `gpu_id` and `n_gpus` in `LearnerTrainParam`
* Pass LearnerTrainParam through XGBoost vid factory method.
* Disable all GPU usage when GPU related parameters are not specified (fixes XGBoost choosing GPU over aggressively).
* Test learner train param io.
* Fix gpu pickling.
This commit is contained in:
Jiaming Yuan
2019-05-29 11:55:57 +08:00
committed by GitHub
parent a3fedbeaa8
commit c589eff941
69 changed files with 927 additions and 562 deletions

View File

@@ -1,13 +1,18 @@
// Copyright by Contributors
#include <gtest/gtest.h>
#include <xgboost/objective.h>
#include <xgboost/generic_parameters.h>
#include "../helpers.h"
TEST(Objective, UnknownFunction) {
xgboost::ObjFunction* obj = nullptr;
EXPECT_ANY_THROW(obj = xgboost::ObjFunction::Create("unknown_name"));
EXPECT_NO_THROW(obj = xgboost::ObjFunction::Create("reg:squarederror"));
xgboost::LearnerTrainParam tparam;
std::vector<std::pair<std::string, std::string>> args;
tparam.InitAllowUnknown(args);
EXPECT_ANY_THROW(obj = xgboost::ObjFunction::Create("unknown_name", &tparam));
EXPECT_NO_THROW(obj = xgboost::ObjFunction::Create("reg:squarederror", &tparam));
if (obj) {
delete obj;
}