serialize_half.hpp

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// Copyright (c) 2014-2023, Lawrence Livermore National Security, LLC.
// Produced at the Lawrence Livermore National Laboratory.
// Written by the LBANN Research Team (B. Van Essen, et al.) listed in
// the CONTRIBUTORS file. <lbann-dev@llnl.gov>
//
// LLNL-CODE-697807.
// All rights reserved.
//
// This file is part of LBANN: Livermore Big Artificial Neural Network
// Toolkit. For details, see http://software.llnl.gov/LBANN or
// https://github.com/LLNL/LBANN.
//
// Licensed under the Apache License, Version 2.0 (the "Licensee"); you
// may not use this file except in compliance with the License.  You may
// obtain a copy of the License at:
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
// implied. See the License for the specific language governing
// permissions and limitations under the license.
#pragma once
#ifndef LBANN_UTILS_SERIALIZATION_SERIALIZE_HALF_HPP_INCLUDED
#define LBANN_UTILS_SERIALIZATION_SERIALIZE_HALF_HPP_INCLUDED

#include "lbann_config.hpp"

// Half-precision support comes from here:
#include <El.hpp>

#include "cereal_utils.hpp"

namespace cereal {
#ifdef LBANN_HAS_HALF
#ifdef LBANN_HAS_GPU_FP16


template <typename OutputArchiveT>
void save(OutputArchiveT& archive, __half const& value)
{
  float x = value;
  archive(x);
}

template <typename InputArchiveT>
void load(InputArchiveT& archive, __half& value)
{
  float x = 0.f;
  archive(x);
  value = x;
}

#ifdef LBANN_HAS_CEREAL_BINARY_ARCHIVES


void save(BinaryOutputArchive&, __half const&);

void load(BinaryInputArchive&, __half&);

#endif // LBANN_HAS_CEREAL_BINARY_ARCHIVES
#endif // LBANN_HAS_GPU_FP16

#ifdef LBANN_HAS_CEREAL_XML_ARCHIVES


// Remove the default definitions from Cereal
inline void save(XMLOutputArchive&, half_float::half const&) = delete;
inline void load(XMLInputArchive&, half_float::half&) = delete;

float save_minimal(XMLOutputArchive const&, half_float::half const&) noexcept;

void load_minimal(XMLInputArchive const&,
                  half_float::half&,
                  float const&) noexcept;

#endif // LBANN_HAS_CEREAL_XML_ARCHIVES
#endif // LBANN_HAS_HALF
} // namespace cereal

#endif // LBANN_UTILS_SERIALIZATION_SERIALIZE_HALF_HPP_INCLUDED