transform_pipeline.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.

#ifndef LBANN_TRANSFORMS_TRANSFORM_PIPELINE_HPP_INCLUDED
#define LBANN_TRANSFORMS_TRANSFORM_PIPELINE_HPP_INCLUDED

#include "lbann/base.hpp"
#include "lbann/transforms/transform.hpp"
#include "lbann/utils/description.hpp"

namespace lbann {
namespace transform {

class transform_pipeline
{
public:
  transform_pipeline() {}
  transform_pipeline(const transform_pipeline&);
  transform_pipeline(transform_pipeline&&) = default;
  transform_pipeline& operator=(const transform_pipeline&);
  transform_pipeline& operator=(transform_pipeline&&) = default;
  ~transform_pipeline() {}

  transform_pipeline* copy() const { return new transform_pipeline(*this); }

  void add_transform(std::unique_ptr<transform>&& trans)
  {
    m_transforms.push_back(std::move(trans));
  }

  void set_expected_out_dims(std::vector<size_t> expected_out_dims)
  {
    m_expected_out_dims = expected_out_dims;
  }

  void apply(utils::type_erased_matrix& data, std::vector<size_t>& dims);
  void apply(CPUMat& data, std::vector<size_t>& dims);
  void
  apply(El::Matrix<uint8_t>& data, CPUMat& out_data, std::vector<size_t>& dims);

private:
  std::vector<std::unique_ptr<transform>> m_transforms;
  std::vector<size_t> m_expected_out_dims;

  void assert_expected_out_dims(const std::vector<size_t>& dims);
};

} // namespace transform
} // namespace lbann

#endif // LBANN_TRANSFORMS_TRANSFORM_PIPELINE_HPP_INCLUDED