SelfadjointMatrixMatrix_BLAS.h

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//
 ********************************************************************************
 *   Content : Eigen bindings to BLAS F77
 *   Self adjoint matrix * matrix product functionality based on ?SYMM/?HEMM.
 ********************************************************************************
*/
 
#ifndef EIGEN_SELFADJOINT_MATRIX_MATRIX_BLAS_H
#define EIGEN_SELFADJOINT_MATRIX_MATRIX_BLAS_H
 
namespace Eigen { 
 
namespace internal {
 
 
/* Optimized selfadjoint matrix * matrix (?SYMM/?HEMM) product */
 
#define EIGEN_BLAS_SYMM_L(EIGTYPE, BLASTYPE, EIGPREFIX, BLASFUNC) \
template <typename Index, \
          int LhsStorageOrder, bool ConjugateLhs, \
          int RhsStorageOrder, bool ConjugateRhs> \
struct product_selfadjoint_matrix<EIGTYPE,Index,LhsStorageOrder,true,ConjugateLhs,RhsStorageOrder,false,ConjugateRhs,ColMajor,1> \
{\
\
  static void run( \
    Index rows, Index cols, \
    const EIGTYPE* _lhs, Index lhsStride, \
    const EIGTYPE* _rhs, Index rhsStride, \
    EIGTYPE* res,        Index resIncr, Index resStride, \
    EIGTYPE alpha, level3_blocking<EIGTYPE, EIGTYPE>& /*blocking*/) \
  { \
    EIGEN_ONLY_USED_FOR_DEBUG(resIncr); \
    eigen_assert(resIncr == 1); \
    char side='L', uplo='L'; \
    BlasIndex m, n, lda, ldb, ldc; \
    const EIGTYPE *a, *b; \
    EIGTYPE beta(1); \
    MatrixX##EIGPREFIX b_tmp; \
\
/* Set transpose options */ \
/* Set m, n, k */ \
    m = convert_index<BlasIndex>(rows);  \
    n = convert_index<BlasIndex>(cols);  \
\
/* Set lda, ldb, ldc */ \
    lda = convert_index<BlasIndex>(lhsStride); \
    ldb = convert_index<BlasIndex>(rhsStride); \
    ldc = convert_index<BlasIndex>(resStride); \
\
/* Set a, b, c */ \
    if (LhsStorageOrder==RowMajor) uplo='U'; \
    a = _lhs; \
\
    if (RhsStorageOrder==RowMajor) { \
      Map<const MatrixX##EIGPREFIX, 0, OuterStride<> > rhs(_rhs,n,m,OuterStride<>(rhsStride)); \
      b_tmp = rhs.adjoint(); \
      b = b_tmp.data(); \
      ldb = convert_index<BlasIndex>(b_tmp.outerStride()); \
    } else b = _rhs; \
\
    BLASFUNC(&side, &uplo, &m, &n, (const BLASTYPE*)&numext::real_ref(alpha), (const BLASTYPE*)a, &lda, (const BLASTYPE*)b, &ldb, (const BLASTYPE*)&numext::real_ref(beta), (BLASTYPE*)res, &ldc); \
\
  } \
};
 
 
#define EIGEN_BLAS_HEMM_L(EIGTYPE, BLASTYPE, EIGPREFIX, BLASFUNC) \
template <typename Index, \
          int LhsStorageOrder, bool ConjugateLhs, \
          int RhsStorageOrder, bool ConjugateRhs> \
struct product_selfadjoint_matrix<EIGTYPE,Index,LhsStorageOrder,true,ConjugateLhs,RhsStorageOrder,false,ConjugateRhs,ColMajor,1> \
{\
  static void run( \
    Index rows, Index cols, \
    const EIGTYPE* _lhs, Index lhsStride, \
    const EIGTYPE* _rhs, Index rhsStride, \
    EIGTYPE* res,        Index resIncr, Index resStride, \
    EIGTYPE alpha, level3_blocking<EIGTYPE, EIGTYPE>& /*blocking*/) \
  { \
    EIGEN_ONLY_USED_FOR_DEBUG(resIncr); \
    eigen_assert(resIncr == 1); \
    char side='L', uplo='L'; \
    BlasIndex m, n, lda, ldb, ldc; \
    const EIGTYPE *a, *b; \
    EIGTYPE beta(1); \
    MatrixX##EIGPREFIX b_tmp; \
    Matrix<EIGTYPE, Dynamic, Dynamic, LhsStorageOrder> a_tmp; \
\
/* Set transpose options */ \
/* Set m, n, k */ \
    m = convert_index<BlasIndex>(rows); \
    n = convert_index<BlasIndex>(cols); \
\
/* Set lda, ldb, ldc */ \
    lda = convert_index<BlasIndex>(lhsStride); \
    ldb = convert_index<BlasIndex>(rhsStride); \
    ldc = convert_index<BlasIndex>(resStride); \
\
/* Set a, b, c */ \
    if (((LhsStorageOrder==ColMajor) && ConjugateLhs) || ((LhsStorageOrder==RowMajor) && (!ConjugateLhs))) { \
      Map<const Matrix<EIGTYPE, Dynamic, Dynamic, LhsStorageOrder>, 0, OuterStride<> > lhs(_lhs,m,m,OuterStride<>(lhsStride)); \
      a_tmp = lhs.conjugate(); \
      a = a_tmp.data(); \
      lda = convert_index<BlasIndex>(a_tmp.outerStride()); \
    } else a = _lhs; \
    if (LhsStorageOrder==RowMajor) uplo='U'; \
\
    if (RhsStorageOrder==ColMajor && (!ConjugateRhs)) { \
       b = _rhs; } \
    else { \
      if (RhsStorageOrder==ColMajor && ConjugateRhs) { \
        Map<const MatrixX##EIGPREFIX, 0, OuterStride<> > rhs(_rhs,m,n,OuterStride<>(rhsStride)); \
        b_tmp = rhs.conjugate(); \
      } else \
      if (ConjugateRhs) { \
        Map<const MatrixX##EIGPREFIX, 0, OuterStride<> > rhs(_rhs,n,m,OuterStride<>(rhsStride)); \
        b_tmp = rhs.adjoint(); \
      } else { \
        Map<const MatrixX##EIGPREFIX, 0, OuterStride<> > rhs(_rhs,n,m,OuterStride<>(rhsStride)); \
        b_tmp = rhs.transpose(); \
      } \
      b = b_tmp.data(); \
      ldb = convert_index<BlasIndex>(b_tmp.outerStride()); \
    } \
\
    BLASFUNC(&side, &uplo, &m, &n, (const BLASTYPE*)&numext::real_ref(alpha), (const BLASTYPE*)a, &lda, (const BLASTYPE*)b, &ldb, (const BLASTYPE*)&numext::real_ref(beta), (BLASTYPE*)res, &ldc); \
\
  } \
};
 
#ifdef EIGEN_USE_MKL
EIGEN_BLAS_SYMM_L(double, double, d, dsymm)
EIGEN_BLAS_SYMM_L(float, float, f, ssymm)
EIGEN_BLAS_HEMM_L(dcomplex, MKL_Complex16, cd, zhemm)
EIGEN_BLAS_HEMM_L(scomplex, MKL_Complex8, cf, chemm)
#else
EIGEN_BLAS_SYMM_L(double, double, d, dsymm_)
EIGEN_BLAS_SYMM_L(float, float, f, ssymm_)
EIGEN_BLAS_HEMM_L(dcomplex, double, cd, zhemm_)
EIGEN_BLAS_HEMM_L(scomplex, float, cf, chemm_)
#endif
 
/* Optimized matrix * selfadjoint matrix (?SYMM/?HEMM) product */
 
#define EIGEN_BLAS_SYMM_R(EIGTYPE, BLASTYPE, EIGPREFIX, BLASFUNC) \
template <typename Index, \
          int LhsStorageOrder, bool ConjugateLhs, \
          int RhsStorageOrder, bool ConjugateRhs> \
struct product_selfadjoint_matrix<EIGTYPE,Index,LhsStorageOrder,false,ConjugateLhs,RhsStorageOrder,true,ConjugateRhs,ColMajor,1> \
{\
\
  static void run( \
    Index rows, Index cols, \
    const EIGTYPE* _lhs, Index lhsStride, \
    const EIGTYPE* _rhs, Index rhsStride, \
    EIGTYPE* res,        Index resIncr, Index resStride, \
    EIGTYPE alpha, level3_blocking<EIGTYPE, EIGTYPE>& /*blocking*/) \
  { \
    EIGEN_ONLY_USED_FOR_DEBUG(resIncr); \
    eigen_assert(resIncr == 1); \
    char side='R', uplo='L'; \
    BlasIndex m, n, lda, ldb, ldc; \
    const EIGTYPE *a, *b; \
    EIGTYPE beta(1); \
    MatrixX##EIGPREFIX b_tmp; \
\
/* Set m, n, k */ \
    m = convert_index<BlasIndex>(rows);  \
    n = convert_index<BlasIndex>(cols);  \
\
/* Set lda, ldb, ldc */ \
    lda = convert_index<BlasIndex>(rhsStride); \
    ldb = convert_index<BlasIndex>(lhsStride); \
    ldc = convert_index<BlasIndex>(resStride); \
\
/* Set a, b, c */ \
    if (RhsStorageOrder==RowMajor) uplo='U'; \
    a = _rhs; \
\
    if (LhsStorageOrder==RowMajor) { \
      Map<const MatrixX##EIGPREFIX, 0, OuterStride<> > lhs(_lhs,n,m,OuterStride<>(rhsStride)); \
      b_tmp = lhs.adjoint(); \
      b = b_tmp.data(); \
      ldb = convert_index<BlasIndex>(b_tmp.outerStride()); \
    } else b = _lhs; \
\
    BLASFUNC(&side, &uplo, &m, &n, (const BLASTYPE*)&numext::real_ref(alpha), (const BLASTYPE*)a, &lda, (const BLASTYPE*)b, &ldb, (const BLASTYPE*)&numext::real_ref(beta), (BLASTYPE*)res, &ldc); \
\
  } \
};
 
 
#define EIGEN_BLAS_HEMM_R(EIGTYPE, BLASTYPE, EIGPREFIX, BLASFUNC) \
template <typename Index, \
          int LhsStorageOrder, bool ConjugateLhs, \
          int RhsStorageOrder, bool ConjugateRhs> \
struct product_selfadjoint_matrix<EIGTYPE,Index,LhsStorageOrder,false,ConjugateLhs,RhsStorageOrder,true,ConjugateRhs,ColMajor,1> \
{\
  static void run( \
    Index rows, Index cols, \
    const EIGTYPE* _lhs, Index lhsStride, \
    const EIGTYPE* _rhs, Index rhsStride, \
    EIGTYPE* res,        Index resIncr, Index resStride, \
    EIGTYPE alpha, level3_blocking<EIGTYPE, EIGTYPE>& /*blocking*/) \
  { \
    EIGEN_ONLY_USED_FOR_DEBUG(resIncr); \
    eigen_assert(resIncr == 1); \
    char side='R', uplo='L'; \
    BlasIndex m, n, lda, ldb, ldc; \
    const EIGTYPE *a, *b; \
    EIGTYPE beta(1); \
    MatrixX##EIGPREFIX b_tmp; \
    Matrix<EIGTYPE, Dynamic, Dynamic, RhsStorageOrder> a_tmp; \
\
/* Set m, n, k */ \
    m = convert_index<BlasIndex>(rows); \
    n = convert_index<BlasIndex>(cols); \
\
/* Set lda, ldb, ldc */ \
    lda = convert_index<BlasIndex>(rhsStride); \
    ldb = convert_index<BlasIndex>(lhsStride); \
    ldc = convert_index<BlasIndex>(resStride); \
\
/* Set a, b, c */ \
    if (((RhsStorageOrder==ColMajor) && ConjugateRhs) || ((RhsStorageOrder==RowMajor) && (!ConjugateRhs))) { \
      Map<const Matrix<EIGTYPE, Dynamic, Dynamic, RhsStorageOrder>, 0, OuterStride<> > rhs(_rhs,n,n,OuterStride<>(rhsStride)); \
      a_tmp = rhs.conjugate(); \
      a = a_tmp.data(); \
      lda = convert_index<BlasIndex>(a_tmp.outerStride()); \
    } else a = _rhs; \
    if (RhsStorageOrder==RowMajor) uplo='U'; \
\
    if (LhsStorageOrder==ColMajor && (!ConjugateLhs)) { \
       b = _lhs; } \
    else { \
      if (LhsStorageOrder==ColMajor && ConjugateLhs) { \
        Map<const MatrixX##EIGPREFIX, 0, OuterStride<> > lhs(_lhs,m,n,OuterStride<>(lhsStride)); \
        b_tmp = lhs.conjugate(); \
      } else \
      if (ConjugateLhs) { \
        Map<const MatrixX##EIGPREFIX, 0, OuterStride<> > lhs(_lhs,n,m,OuterStride<>(lhsStride)); \
        b_tmp = lhs.adjoint(); \
      } else { \
        Map<const MatrixX##EIGPREFIX, 0, OuterStride<> > lhs(_lhs,n,m,OuterStride<>(lhsStride)); \
        b_tmp = lhs.transpose(); \
      } \
      b = b_tmp.data(); \
      ldb = convert_index<BlasIndex>(b_tmp.outerStride()); \
    } \
\
    BLASFUNC(&side, &uplo, &m, &n, (const BLASTYPE*)&numext::real_ref(alpha), (const BLASTYPE*)a, &lda, (const BLASTYPE*)b, &ldb, (const BLASTYPE*)&numext::real_ref(beta), (BLASTYPE*)res, &ldc); \
  } \
};
 
#ifdef EIGEN_USE_MKL
EIGEN_BLAS_SYMM_R(double, double, d, dsymm)
EIGEN_BLAS_SYMM_R(float, float, f, ssymm)
EIGEN_BLAS_HEMM_R(dcomplex, MKL_Complex16, cd, zhemm)
EIGEN_BLAS_HEMM_R(scomplex, MKL_Complex8, cf, chemm)
#else
EIGEN_BLAS_SYMM_R(double, double, d, dsymm_)
EIGEN_BLAS_SYMM_R(float, float, f, ssymm_)
EIGEN_BLAS_HEMM_R(dcomplex, double, cd, zhemm_)
EIGEN_BLAS_HEMM_R(scomplex, float, cf, chemm_)
#endif
} // end namespace internal
 
} // end namespace Eigen
 
#endif // EIGEN_SELFADJOINT_MATRIX_MATRIX_BLAS_H