LBANN  0.103.0
LivermoreBigArtificialNeuralNetworkToolkit
weights_helpers.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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11 // Toolkit. For details, see http://software.llnl.gov/LBANN or
12 // https://github.com/LLNL/LBANN.
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26 #ifndef LBANN_WEIGHTS_WEIGHTS_HELPERS_HPP_INCLUDED
27 #define LBANN_WEIGHTS_WEIGHTS_HELPERS_HPP_INCLUDED
28 
30 #include "lbann/utils/typename.hpp"
33 
45 namespace lbann {
46 namespace weights_details {
47 
51 template <typename TensorDataType>
53 {
54  using ValuesType = El::AbstractDistMatrix<TensorDataType>;
56 
58  {
59  auto* dtw = dynamic_cast<DataTypeWeights*>(&w);
60  if (!dtw)
61  LBANN_ERROR("Weights object named \"",
62  w.get_name(),
63  "\" does not have weights of dynamic type \"",
64  TypeName<TensorDataType>(),
65  "\".");
66  return dtw->get_values();
67  }
68 }; // class SafeWeightsAccessor
69 
70 } // namespace weights_details
71 } // namespace lbann
72 #endif // LBANN_WEIGHTS_WEIGHTS_HELPERS_HPP_INCLUDED
#define LBANN_ERROR(...)
Definition: exception.hpp:37
static ValuesType & mutable_values(weights &w)
Ensure safe access to weights objects&#39; data.
El::AbstractDistMatrix< TensorDataType > ValuesType
std::string get_name() const