LBANN  0.103.0
LivermoreBigArtificialNeuralNetworkToolkit
adjust_saturation.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
5 // the CONTRIBUTORS file. <lbann-dev@llnl.gov>
6 //
7 // LLNL-CODE-697807.
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9 //
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11 // Toolkit. For details, see http://software.llnl.gov/LBANN or
12 // https://github.com/LLNL/LBANN.
13 //
14 // Licensed under the Apache License, Version 2.0 (the "Licensee"); you
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26 
27 #ifndef LBANN_TRANSFORMS_ADJUST_SATURATION_HPP_INCLUDED
28 #define LBANN_TRANSFORMS_ADJUST_SATURATION_HPP_INCLUDED
29 
31 
32 #include <google/protobuf/message.h>
33 
34 namespace lbann {
35 namespace transform {
36 
45 {
46 public:
52  adjust_saturation(float factor) : transform(), m_factor(factor)
53  {
54  if (factor < 0.0f) {
55  LBANN_ERROR("Saturation factor must be non-negative.");
56  }
57  }
58 
59  transform* copy() const override { return new adjust_saturation(*this); }
60 
61  std::string get_type() const override { return "adjust_saturation"; }
62 
64  std::vector<size_t>& dims) override;
65 
66 private:
68  float m_factor;
69 };
70 
71 std::unique_ptr<transform>
72 build_adjust_saturation_transform_from_pbuf(google::protobuf::Message const&);
73 
74 } // namespace transform
75 } // namespace lbann
76 
77 #endif // LBANN_TRANSFORMS_ADJUST_SATURATION_HPP_INCLUDED
#define LBANN_ERROR(...)
Definition: exception.hpp:37
T & data(const cnpy::NpyArray &na, const std::vector< size_t > indices)
Definition: cnpy_utils.hpp:75
std::unique_ptr< transform > build_adjust_saturation_transform_from_pbuf(google::protobuf::Message const &)
void apply(utils::type_erased_matrix &data, std::vector< size_t > &dims) override
A type-erased wrapper around an El::Matrix<T,Device::CPU>
transform * copy() const override
std::string get_type() const override