lapacke_helpers.h

// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
// Copyright (C) 2021 Erik Schultheis <[email protected]>
//
// This Source Code Form is subject to the terms of the Mozilla
// Public License v. 2.0. If a copy of the MPL was not distributed
// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
 
#ifndef EIGEN_LAPACKE_HELPERS_H
#define EIGEN_LAPACKE_HELPERS_H
 
// IWYU pragma: private
#include "./InternalHeaderCheck.h"
 
#ifdef EIGEN_USE_MKL
#include "mkl_lapacke.h"
#else
#include "lapacke.h"
#endif
 
namespace Eigen {
namespace internal {
namespace lapacke_helpers {
 
// ---------------------------------------------------------------------------------------------------------------------
//                  Translation from Eigen to Lapacke for types and constants
// ---------------------------------------------------------------------------------------------------------------------
 
// For complex numbers, the types in Eigen and Lapacke are different, but layout compatible.
template <typename Scalar>
struct translate_type_imp;
template <>
struct translate_type_imp<float> {
  using type = float;
};
template <>
struct translate_type_imp<double> {
  using type = double;
};
template <>
struct translate_type_imp<std::complex<double>> {
  using type = lapack_complex_double;
};
template <>
struct translate_type_imp<std::complex<float>> {
  using type = lapack_complex_float;
};
 
template <typename Scalar>
using translated_type = typename translate_type_imp<Scalar>::type;
 
template <typename Source, typename Target = translated_type<Source>>
EIGEN_ALWAYS_INLINE auto to_lapack(Source value) {
  return static_cast<Target>(value);
}
 
template <typename Source, typename Target = translated_type<Source>>
EIGEN_ALWAYS_INLINE auto to_lapack(Source *value) {
  return reinterpret_cast<Target *>(value);
}
 
EIGEN_ALWAYS_INLINE lapack_int to_lapack(Index index) { return convert_index<lapack_int>(index); }
 
template <typename Derived>
EIGEN_ALWAYS_INLINE EIGEN_CONSTEXPR lapack_int lapack_storage_of(const EigenBase<Derived> &) {
  return Derived::IsRowMajor ? LAPACK_ROW_MAJOR : LAPACK_COL_MAJOR;
}
 
// ---------------------------------------------------------------------------------------------------------------------
//              Automatic generation of low-level wrappers
// ---------------------------------------------------------------------------------------------------------------------
 
template <typename DoubleFn, typename SingleFn, typename DoubleCpxFn, typename SingleCpxFn>
struct WrappingHelper {
  // The naming of double, single, double complex and single complex is purely for readability
  // and doesn't actually affect the workings of this class. In principle, the arguments can
  // be supplied in any permuted order.
  DoubleFn double_;
  SingleFn single_;
  DoubleCpxFn double_cpx_;
  SingleCpxFn single_cpx_;
 
  template <typename... Args>
  auto call(Args &&...args) -> decltype(double_(std::forward<Args>(args)...)) {
    return double_(std::forward<Args>(args)...);
  }
 
  template <typename... Args>
  auto call(Args &&...args) -> decltype(single_(std::forward<Args>(args)...)) {
    return single_(std::forward<Args>(args)...);
  }
 
  template <typename... Args>
  auto call(Args &&...args) -> decltype(double_cpx_(std::forward<Args>(args)...)) {
    return double_cpx_(std::forward<Args>(args)...);
  }
 
  template <typename... Args>
  auto call(Args &&...args) -> decltype(single_cpx_(std::forward<Args>(args)...)) {
    return single_cpx_(std::forward<Args>(args)...);
  }
};
 
template <typename DoubleFn, typename SingleFn, typename DoubleCpxFn, typename SingleCpxFn, typename... Args>
EIGEN_ALWAYS_INLINE auto call_wrapper(DoubleFn df, SingleFn sf, DoubleCpxFn dcf, SingleCpxFn scf, Args &&...args) {
  WrappingHelper<DoubleFn, SingleFn, DoubleCpxFn, SingleCpxFn> helper{df, sf, dcf, scf};
  return helper.call(std::forward<Args>(args)...);
}
 
#define EIGEN_MAKE_LAPACKE_WRAPPER(FUNCTION)                                                                \
  template <typename... Args>                                                                               \
  EIGEN_ALWAYS_INLINE auto FUNCTION(Args &&...args) {                                                       \
    return call_wrapper(LAPACKE_d##FUNCTION, LAPACKE_s##FUNCTION, LAPACKE_z##FUNCTION, LAPACKE_c##FUNCTION, \
                        std::forward<Args>(args)...);                                                       \
  }
 
// Now with this macro and the helper wrappers, we can generate the dispatch for all the lapacke functions that are
// used in Eigen.
// We define these here instead of in the files where they are used because this allows us to #undef the macro again
// right here
EIGEN_MAKE_LAPACKE_WRAPPER(potrf)
EIGEN_MAKE_LAPACKE_WRAPPER(getrf)
EIGEN_MAKE_LAPACKE_WRAPPER(geqrf)
EIGEN_MAKE_LAPACKE_WRAPPER(gesdd)
 
#undef EIGEN_MAKE_LAPACKE_WRAPPER
}  // namespace lapacke_helpers
}  // namespace internal
}  // namespace Eigen
 
#endif  // EIGEN_LAPACKE_HELPERS_H