model_inference.h

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/******************************************************************************
 * Copyright 2020 The Apollo Authors. All Rights Reserved.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 * http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 *****************************************************************************/
 
#pragma once
 
#include <string>
 
#include "modules/planning/planning_base/learning_based/model_inference/proto/learning_model_inference.pb.h"
#include "modules/planning/planning_base/proto/learning_data.pb.h"
 
namespace apollo {
namespace planning {
 
class ModelInference {
 public:
  explicit ModelInference(const LearningModelInferenceTaskConfig& config)
      : config_(config) {}
 
  virtual ~ModelInference() = default;
 
  virtual std::string GetName() = 0;
 
  virtual bool LoadModel() = 0;
 
  virtual bool DoInference(LearningDataFrame* learning_data_frame) = 0;
 
 protected:
  LearningModelInferenceTaskConfig config_;
};
 
}  // namespace planning
}  // namespace apollo