LBANN  0.103.0
LivermoreBigArtificialNeuralNetworkToolkit
to_lbann_layout.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.
8 // All rights reserved.
9 //
10 // This file is part of LBANN: Livermore Big Artificial Neural Network
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
15 // may not use this file except in compliance with the License. You may
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26 
27 #ifndef LBANN_TRANSFORMS_TO_LBANN_LAYOUT_HPP_INCLUDED
28 #define LBANN_TRANSFORMS_TO_LBANN_LAYOUT_HPP_INCLUDED
29 
31 
32 #include <google/protobuf/message.h>
33 
34 namespace lbann {
35 namespace transform {
36 
42 class to_lbann_layout : public transform
43 {
44 public:
45  transform* copy() const override { return new to_lbann_layout(*this); }
46 
47  std::string get_type() const override { return "to_lbann_layout"; }
48 
49  bool supports_non_inplace() const override { return true; }
50 
52  std::vector<size_t>& dims) override;
53 
55  CPUMat& out,
56  std::vector<size_t>& dims) override;
57 };
58 
59 std::unique_ptr<transform>
60 build_to_lbann_layout_transform_from_pbuf(google::protobuf::Message const&);
61 
62 } // namespace transform
63 } // namespace lbann
64 
65 #endif // LBANN_TRANSFORMS_TO_LBANN_LAYOUT_HPP_INCLUDED
void apply(utils::type_erased_matrix &data, std::vector< size_t > &dims) override
bool supports_non_inplace() const override
transform * copy() const override
T & data(const cnpy::NpyArray &na, const std::vector< size_t > indices)
Definition: cnpy_utils.hpp:75
std::unique_ptr< transform > build_to_lbann_layout_transform_from_pbuf(google::protobuf::Message const &)
El::Matrix< DataType, El::Device::CPU > CPUMat
Definition: base.hpp:116
A type-erased wrapper around an El::Matrix<T,Device::CPU>
std::string get_type() const override