LBANN  0.103.0
LivermoreBigArtificialNeuralNetworkToolkit
gpu/sync_info_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
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7 // LLNL-CODE-697807.
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26 
27 #ifndef LBANN_UTILS_GPU_SYNC_INFO_HELPERS_HPP_INCLUDED
28 #define LBANN_UTILS_GPU_SYNC_INFO_HELPERS_HPP_INCLUDED
29 
30 #include <El.hpp>
31 
32 namespace lbann {
33 namespace gpu {
34 
36 
41 template <typename TensorDataType>
42 El::SyncInfo<El::Device::GPU>
43 get_sync_info(El::AbstractMatrix<TensorDataType> const& m)
44 {
45  using GPUMatType = El::Matrix<TensorDataType, El::Device::GPU>;
46  return El::SyncInfoFromMatrix(dynamic_cast<GPUMatType const&>(m));
47 }
48 
50 template <typename TensorDataType>
51 El::SyncInfo<El::Device::GPU>
52 get_sync_info(El::Matrix<TensorDataType, El::Device::GPU> const& m) noexcept
53 {
54  return El::SyncInfoFromMatrix(m);
55 }
56 
61 template <typename TensorDataType>
62 El::SyncInfo<El::Device::GPU>
63 get_sync_info(El::AbstractDistMatrix<TensorDataType> const& m)
64 {
65  using GPUMatType = El::Matrix<TensorDataType, El::Device::GPU>;
66  return El::SyncInfoFromMatrix(
67  dynamic_cast<GPUMatType const&>(m.LockedMatrix()));
68 }
69 
74 template <typename TensorDataType, El::Dist RowDist, El::Dist ColDist>
75 El::SyncInfo<El::Device::GPU>
76 get_sync_info(El::DistMatrix<TensorDataType,
77  RowDist,
78  ColDist,
79  El::ELEMENT,
80  El::Device::GPU> const& m) noexcept
81 {
82  return El::SyncInfoFromMatrix(m.LockedMatrix());
83 }
84 
85 } // namespace gpu
86 } // namespace lbann
87 #endif // LBANN_UTILS_GPU_SYNC_INFO_HELPERS_HPP_INCLUDED
El::SyncInfo< El::Device::GPU > get_sync_info(El::AbstractMatrix< TensorDataType > const &m)
Get a SyncInfo from an AbstractMatrix.