solver_factory.hpp

 
#ifndef CAFFE_SOLVER_FACTORY_H_
#define CAFFE_SOLVER_FACTORY_H_
 
#include <map>
#include <string>
#include <vector>
 
#include "caffe/common.hpp"
#include "caffe/proto/caffe.pb.h"
 
namespace caffe {
 
template <typename Dtype>
class Solver;
 
template <typename Dtype>
class SolverRegistry {
 public:
  typedef Solver<Dtype>* (*Creator)(const SolverParameter&);
  typedef std::map<string, Creator> CreatorRegistry;
 
  static CreatorRegistry& Registry() {
    static CreatorRegistry* g_registry_ = new CreatorRegistry();
    return *g_registry_;
  }
 
  // Adds a creator.
  static void AddCreator(const string& type, Creator creator) {
    CreatorRegistry& registry = Registry();
    CHECK_EQ(registry.count(type), 0)
        << "Solver type " << type << " already registered.";
    registry[type] = creator;
  }
 
  // Get a solver using a SolverParameter.
  static Solver<Dtype>* CreateSolver(const SolverParameter& param) {
    const string& type = param.type();
    CreatorRegistry& registry = Registry();
    CHECK_EQ(registry.count(type), 1) << "Unknown solver type: " << type
        << " (known types: " << SolverTypeListString() << ")";
    return registry[type](param);
  }
 
  static vector<string> SolverTypeList() {
    CreatorRegistry& registry = Registry();
    vector<string> solver_types;
    for (typename CreatorRegistry::iterator iter = registry.begin();
         iter != registry.end(); ++iter) {
      solver_types.push_back(iter->first);
    }
    return solver_types;
  }
 
 private:
  // Solver registry should never be instantiated - everything is done with its
  // static variables.
  SolverRegistry() {}
 
  static string SolverTypeListString() {
    vector<string> solver_types = SolverTypeList();
    string solver_types_str;
    for (vector<string>::iterator iter = solver_types.begin();
         iter != solver_types.end(); ++iter) {
      if (iter != solver_types.begin()) {
        solver_types_str += ", ";
      }
      solver_types_str += *iter;
    }
    return solver_types_str;
  }
};
 
 
template <typename Dtype>
class SolverRegisterer {
 public:
  SolverRegisterer(const string& type,
      Solver<Dtype>* (*creator)(const SolverParameter&)) {
    // LOG(INFO) << "Registering solver type: " << type;
    SolverRegistry<Dtype>::AddCreator(type, creator);
  }
};
 
 
#define REGISTER_SOLVER_CREATOR(type, creator)                                 \
  static SolverRegisterer<float> g_creator_f_##type(#type, creator<float>);    \
  static SolverRegisterer<double> g_creator_d_##type(#type, creator<double>)   \
 
#define REGISTER_SOLVER_CLASS(type)                                            \
  template <typename Dtype>                                                    \
  Solver<Dtype>* Creator_##type##Solver(                                       \
      const SolverParameter& param)                                            \
  {                                                                            \
    return new type##Solver<Dtype>(param);                                     \
  }                                                                            \
  REGISTER_SOLVER_CREATOR(type, Creator_##type##Solver)
 
}  // namespace caffe
 
#endif  // CAFFE_SOLVER_FACTORY_H_