serializer.h 2.3 KB
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// Copyright (c) 2022 PaddlePaddle 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

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#include <memory>
#include <set>
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#include <string>
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#include <unordered_map>
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#include "paddle/phi/common/place.h"
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namespace paddle {
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namespace framework {
class Variable;
class ProgramDesc;
}  // namespace framework

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namespace jit {
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class Layer;
using Variable = paddle::framework::Variable;
using Name2VariableMap =
    std::unordered_map<std::string, std::shared_ptr<Variable>>;

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// Export Layer into local disk
class Serializer {
 public:
  void operator()(const Layer& layer, const std::string& file_dir);

  //  private:
  //   void WriteTensorData(const Layer& layer, const std::string& file_name)
  //   const;
  //   void WriteExtraInfo(const Layer& layer, const std::string& file_name)
  //   const;
  //   void WriteByteCode(const Layer& layer, const std::string& file_name)
  //   const;
};

class Deserializer {
 public:
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  Layer operator()(const std::string& dir_path, const phi::Place& place);
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 private:
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  void ReadTensorData(const std::string& file_name,
                      const std::set<std::string>& var_name,
                      const phi::Place& place,
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                      Name2VariableMap* params_dict) const;
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  // property pb
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  void ReadAttributeData(const std::string& file_path,
                         Name2VariableMap* attrs_dict) const;

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  // void ReadExtraInfo(const std::string& file_name) const;
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  // void ReadByteCode(const std::string& file_name) const;

  framework::ProgramDesc LoadProgram(const std::string& file_name);
};

void Export(const Layer& layer, const std::string& file_path);

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// path should be like 'dirname/file_prefix'
Layer Load(const std::string& path, const phi::Place& place);
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}  // namespace jit
}  // namespace paddle