xgboost/src/objective/objective.cc
Jiaming Yuan f0064c07ab
Refactor configuration [Part II]. (#4577)
* Refactor configuration [Part II].

* General changes:
** Remove `Init` methods to avoid ambiguity.
** Remove `Configure(std::map<>)` to avoid redundant copying and prepare for
   parameter validation. (`std::vector` is returned from `InitAllowUnknown`).
** Add name to tree updaters for easier debugging.

* Learner changes:
** Make `LearnerImpl` the only source of configuration.

    All configurations are stored and carried out by `LearnerImpl::Configure()`.

** Remove booster in C API.

    Originally kept for "compatibility reason", but did not state why.  So here
    we just remove it.

** Add a `metric_names_` field in `LearnerImpl`.
** Remove `LazyInit`.  Configuration will always be lazy.
** Run `Configure` before every iteration.

* Predictor changes:
** Allocate both cpu and gpu predictor.
** Remove cpu_predictor from gpu_predictor.

    `GBTree` is now used to dispatch the predictor.

** Remove some GPU Predictor tests.

* IO

No IO changes.  The binary model format stability is tested by comparing
hashing value of save models between two commits
2019-07-20 08:34:56 -04:00

47 lines
1.3 KiB
C++

/*!
* Copyright 2015 by Contributors
* \file objective.cc
* \brief Registry of all objective functions.
*/
#include <xgboost/objective.h>
#include <dmlc/registry.h>
#include "../common/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, GenericParameter const* tparam) {
auto *e = ::dmlc::Registry< ::xgboost::ObjFunctionReg>::Get()->Find(name);
if (e == nullptr) {
for (const auto& entry : ::dmlc::Registry< ::xgboost::ObjFunctionReg>::List()) {
LOG(INFO) << "Objective candidate: " << entry->name;
}
LOG(FATAL) << "Unknown objective function " << name;
}
auto pobj = (e->body)();
pobj->tparam_ = tparam;
return pobj;
}
} // 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(hinge_obj_gpu);
DMLC_REGISTRY_LINK_TAG(multiclass_obj_gpu);
#else
DMLC_REGISTRY_LINK_TAG(regression_obj);
DMLC_REGISTRY_LINK_TAG(hinge_obj);
DMLC_REGISTRY_LINK_TAG(multiclass_obj);
#endif // XGBOOST_USE_CUDA
DMLC_REGISTRY_LINK_TAG(rank_obj);
} // namespace obj
} // namespace xgboost