/*! * Copyright 2015-2022 by Contributors * \file objective.cc * \brief Registry of all objective functions. */ #include #include #include #include #include "xgboost/host_device_vector.h" namespace dmlc { DMLC_REGISTRY_ENABLE(::xgboost::ObjFunctionReg); } // namespace dmlc namespace xgboost { // implement factory functions ObjFunction* ObjFunction::Create(const std::string& name, Context const* ctx) { auto *e = ::dmlc::Registry< ::xgboost::ObjFunctionReg>::Get()->Find(name); if (e == nullptr) { std::stringstream ss; for (const auto& entry : ::dmlc::Registry< ::xgboost::ObjFunctionReg>::List()) { ss << "Objective candidate: " << entry->name << "\n"; } LOG(FATAL) << "Unknown objective function: `" << name << "`\n" << ss.str(); } auto pobj = (e->body)(); pobj->ctx_ = ctx; return pobj; } void ObjFunction::InitEstimation(MetaInfo const&, linalg::Tensor* base_score) const { CHECK(base_score); base_score->Reshape(1); (*base_score)(0) = DefaultBaseScore(); } } // namespace xgboost namespace xgboost { namespace obj { // List of files that will be force linked in static links. #ifdef XGBOOST_USE_CUDA DMLC_REGISTRY_LINK_TAG(regression_obj_gpu); DMLC_REGISTRY_LINK_TAG(quantile_obj_gpu); DMLC_REGISTRY_LINK_TAG(hinge_obj_gpu); DMLC_REGISTRY_LINK_TAG(multiclass_obj_gpu); DMLC_REGISTRY_LINK_TAG(rank_obj_gpu); #else DMLC_REGISTRY_LINK_TAG(regression_obj); DMLC_REGISTRY_LINK_TAG(quantile_obj); DMLC_REGISTRY_LINK_TAG(hinge_obj); DMLC_REGISTRY_LINK_TAG(multiclass_obj); DMLC_REGISTRY_LINK_TAG(rank_obj); #endif // XGBOOST_USE_CUDA } // namespace obj } // namespace xgboost