コード例 #1
0
 def encode_optimization_problem(optimization_problem: OptimizationProblem) -> OptimizerService_pb2.OptimizationProblem:
     return OptimizerService_pb2.OptimizationProblem(
         ParameterSpace=OptimizerService_pb2.Hypergrid(HypergridJsonString=json.dumps(optimization_problem.parameter_space, cls=HypergridJsonEncoder)),
         ObjectiveSpace=OptimizerService_pb2.Hypergrid(HypergridJsonString=json.dumps(optimization_problem.objective_space, cls=HypergridJsonEncoder)),
         Objectives=[OptimizerService_pb2.Objective(Name=objective.name, Minimize=objective.minimize) for objective in optimization_problem.objectives],
         ContextSpace=None if optimization_problem.context_space is None
         else OptimizerService_pb2.Hypergrid(HypergridJsonString=json.dumps(optimization_problem.context_space, cls=HypergridJsonEncoder))
     )
コード例 #2
0
 def encode_optimization_problem(
     optimization_problem: OptimizationProblem
 ) -> OptimizerService_pb2.OptimizationProblem:
     return OptimizerService_pb2.OptimizationProblem(
         ParameterSpace=OptimizerServiceEncoder.encode_hypergrid(
             optimization_problem.parameter_space),
         ObjectiveSpace=OptimizerServiceEncoder.encode_hypergrid(
             optimization_problem.objective_space),
         Objectives=[
             OptimizerService_pb2.Objective(Name=objective.name,
                                            Minimize=objective.minimize)
             for objective in optimization_problem.objectives
         ],
         ContextSpace=None if optimization_problem.context_space is None
         else OptimizerServiceEncoder.encode_hypergrid(
             optimization_problem.context_space))
コード例 #3
0
ファイル: OptimizationProblem.py プロジェクト: sycomix/MLOS
    def to_protobuf(self):
        """ Serializes self to a protobuf.

        :return:
        """
        return OptimizerService_pb2.OptimizationProblem(
            ParameterSpace=OptimizerService_pb2.Hypergrid(
                HypergridJsonString=json.dumps(self.parameter_space,
                                               cls=HypergridJsonEncoder)),
            ObjectiveSpace=OptimizerService_pb2.Hypergrid(
                HypergridJsonString=json.dumps(self.objective_space,
                                               cls=HypergridJsonEncoder)),
            Objectives=[
                OptimizerService_pb2.Objective(Name=objective.name,
                                               Minimize=objective.minimize)
                for objective in self.objectives
            ],
            ContextSpace=None if self.context_space is None else
            OptimizerService_pb2.Hypergrid(HypergridJsonString=json.dumps(
                self.context_space, cls=HypergridJsonEncoder)))