LBANN  0.103.0
LivermoreBigArtificialNeuralNetworkToolkit
set_weights_value.hpp
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1 // Copyright (c) 2014-2023, Lawrence Livermore National Security, LLC.
3 // Produced at the Lawrence Livermore National Laboratory.
4 // Written by the LBANN Research Team (B. Van Essen, et al.) listed in
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7 // LLNL-CODE-697807.
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26 
27 #ifndef LBANN_CALLBACKS_CALLBACK_SET_WEIGHTS_VALUE_HPP_INCLUDED
28 #define LBANN_CALLBACKS_CALLBACK_SET_WEIGHTS_VALUE_HPP_INCLUDED
29 
30 #include <utility>
31 
33 
34 namespace lbann {
35 namespace callback {
36 
43 {
44 public:
50  set_weights_value(std::string weights_name, double value, size_t step);
51  set_weights_value(const set_weights_value&) = default;
53 
54  set_weights_value* copy() const override;
55  std::string name() const override;
56 
57  void on_batch_begin(model* m) override;
58 
60 
63  template <class Archive>
64  void serialize(Archive& ar);
65 
67 
68 private:
70  void write_specific_proto(lbann_data::Callback& proto) const final;
71 
72  friend class cereal::access;
74 
76  std::string m_weights_name;
78  double m_value;
80  size_t m_step;
81 };
82 
83 // Builder function
84 std::unique_ptr<callback_base> build_set_weights_value_callback_from_pbuf(
85  const google::protobuf::Message&,
86  std::shared_ptr<lbann_summary> const&);
87 
88 } // namespace callback
89 } // namespace lbann
90 
91 #endif // LBANN_CALLBACKS_CALLBACK_SET_WEIGHTS_VALUE_HPP_INCLUDED
set_weights_value * copy() const override
set_weights_value & operator=(const set_weights_value &)=default
void write_specific_proto(lbann_data::Callback &proto) const final
void serialize(Archive &ar)
Store state to archive for checkpoint and restart.
Base class for callbacks during training/testing.
Definition: callback.hpp:76
Abstract base class for neural network models.
Definition: model.hpp:83
double m_value
Value to set weights.
std::string name() const override
Return this callback&#39;s name.
Set values in a weights object at a given training step.
std::string m_weights_name
Name of weights object.
std::unique_ptr< callback_base > build_set_weights_value_callback_from_pbuf(const google::protobuf::Message &, std::shared_ptr< lbann_summary > const &)
void on_batch_begin(model *m) override
Called at the beginning of a (mini-)batch.
size_t m_step
Mini-batch step at which to set weights value.