xgboost/src/tree/tree_updater.cc
Jiaming Yuan c589eff941
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.
2019-05-29 11:55:57 +08:00

45 lines
1.2 KiB
C++

/*!
* Copyright 2015 by Contributors
* \file tree_updater.cc
* \brief Registry of tree updaters.
*/
#include <xgboost/tree_updater.h>
#include <dmlc/registry.h>
#include "../common/host_device_vector.h"
namespace dmlc {
DMLC_REGISTRY_ENABLE(::xgboost::TreeUpdaterReg);
} // namespace dmlc
namespace xgboost {
TreeUpdater* TreeUpdater::Create(const std::string& name, LearnerTrainParam const* tparam) {
auto *e = ::dmlc::Registry< ::xgboost::TreeUpdaterReg>::Get()->Find(name);
if (e == nullptr) {
LOG(FATAL) << "Unknown tree updater " << name;
}
auto p_updater = (e->body)();
p_updater->tparam_ = tparam;
return p_updater;
}
} // namespace xgboost
namespace xgboost {
namespace tree {
// List of files that will be force linked in static links.
DMLC_REGISTRY_LINK_TAG(updater_colmaker);
DMLC_REGISTRY_LINK_TAG(updater_skmaker);
DMLC_REGISTRY_LINK_TAG(updater_refresh);
DMLC_REGISTRY_LINK_TAG(updater_prune);
DMLC_REGISTRY_LINK_TAG(updater_quantile_hist);
DMLC_REGISTRY_LINK_TAG(updater_histmaker);
DMLC_REGISTRY_LINK_TAG(updater_sync);
#ifdef XGBOOST_USE_CUDA
DMLC_REGISTRY_LINK_TAG(updater_gpu);
DMLC_REGISTRY_LINK_TAG(updater_gpu_hist);
#endif // XGBOOST_USE_CUDA
} // namespace tree
} // namespace xgboost