syev.h
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1 //=================================================================================================
33 //=================================================================================================
34 
35 #ifndef _BLAZE_MATH_LAPACK_SYEV_H_
36 #define _BLAZE_MATH_LAPACK_SYEV_H_
37 
38 
39 //*************************************************************************************************
40 // Includes
41 //*************************************************************************************************
42 
43 #include <memory>
44 #include <blaze/math/Aliases.h>
49 #include <blaze/math/Exception.h>
55 #include <blaze/util/Assert.h>
57 #include <blaze/util/NumericCast.h>
58 
59 
60 namespace blaze {
61 
62 //=================================================================================================
63 //
64 // LAPACK SYMMETRIC MATRIX EIGENVALUE FUNCTIONS (SYEV)
65 //
66 //=================================================================================================
67 
68 //*************************************************************************************************
71 template< typename MT, bool SO, typename VT, bool TF >
72 inline void syev( DenseMatrix<MT,SO>& A, DenseVector<VT,TF>& w, char jobz, char uplo );
74 //*************************************************************************************************
75 
76 
77 //*************************************************************************************************
135 template< typename MT // Type of the matrix A
136  , bool SO // Storage order of the matrix A
137  , typename VT // Type of the vector w
138  , bool TF > // Transpose flag of the vector w
139 inline void syev( DenseMatrix<MT,SO>& A, DenseVector<VT,TF>& w, char jobz, char uplo )
140 {
146 
151 
152  using ET = ElementType_<MT>;
153 
154  if( !isSquare( ~A ) ) {
155  BLAZE_THROW_INVALID_ARGUMENT( "Invalid non-square matrix provided" );
156  }
157 
158  if( jobz != 'V' && jobz != 'N' ) {
159  BLAZE_THROW_INVALID_ARGUMENT( "Invalid jobz argument provided" );
160  }
161 
162  if( uplo != 'L' && uplo != 'U' ) {
163  BLAZE_THROW_INVALID_ARGUMENT( "Invalid uplo argument provided" );
164  }
165 
166  resize( ~w, (~A).rows(), false );
167 
168  int n ( numeric_cast<int>( (~A).rows() ) );
169  int lda ( numeric_cast<int>( (~A).spacing() ) );
170  int info( 0 );
171 
172  if( n == 0 ) {
173  return;
174  }
175 
176  int lwork( 10*n + 2 );
177  const std::unique_ptr<ET[]> work( new ET[lwork] );
178 
180  ( uplo == 'L' )?( uplo = 'U' ):( uplo = 'L' );
181  }
182 
183  syev( jobz, uplo, n, (~A).data(), lda, (~w).data(), work.get(), lwork, &info );
184 
185  BLAZE_INTERNAL_ASSERT( info >= 0, "Invalid argument for eigenvalue computation" );
186 
187  if( info > 0 ) {
188  BLAZE_THROW_LAPACK_ERROR( "Eigenvalue computation failed" );
189  }
190 }
191 //*************************************************************************************************
192 
193 } // namespace blaze
194 
195 #endif
#define BLAZE_THROW_INVALID_ARGUMENT(MESSAGE)
Macro for the emission of a std::invalid_argument exception.This macro encapsulates the default way o...
Definition: Exception.h:235
Constraint on the data type.
Header file for auxiliary alias declarations.
#define BLAZE_CONSTRAINT_MUST_HAVE_MUTABLE_DATA_ACCESS(T)
Constraint on the data type.In case the given data type T does not provide low-level data access to m...
Definition: MutableDataAccess.h:61
#define BLAZE_CONSTRAINT_MUST_NOT_BE_COMPUTATION_TYPE(T)
Constraint on the data type.In case the given data type T is a computational expression (i...
Definition: Computation.h:81
Header file for the DenseVector base class.
Constraint on the data type.
Cast operators for numeric types.
#define BLAZE_CONSTRAINT_MUST_NOT_BE_ADAPTOR_TYPE(T)
Constraint on the data type.In case the given data type T is an adaptor type (as for instance LowerMa...
Definition: Adaptor.h:81
Base class for dense matrices.The DenseMatrix class is a base class for all dense matrix classes...
Definition: DenseMatrix.h:78
BLAZE_ALWAYS_INLINE size_t spacing(const DenseMatrix< MT, SO > &dm) noexcept
Returns the spacing between the beginning of two rows/columns.
Definition: DenseMatrix.h:110
Constraint on the data type.
Namespace of the Blaze C++ math library.
Definition: Blaze.h:57
Compile time check for row-major matrix types.This type trait tests whether or not the given template...
Definition: IsRowMajorMatrix.h:110
Header file for the CLAPACK syev wrapper functions.
Header file for the DenseMatrix base class.
typename T::ElementType ElementType_
Alias declaration for nested ElementType type definitions.The ElementType_ alias declaration provides...
Definition: Aliases.h:163
Base class for N-dimensional dense vectors.The DenseVector class is a base class for all arbitrarily ...
Definition: DenseVector.h:70
Header file for the exception macros of the math module.
BLAZE_ALWAYS_INLINE void resize(Matrix< MT, SO > &matrix, size_t rows, size_t columns, bool preserve=true)
Changing the size of the matrix.
Definition: Matrix.h:548
Constraint on the data type.
void syev(char jobz, char uplo, int n, float *A, int lda, float *w, float *work, int lwork, int *info)
LAPACK kernel for computing the eigenvalues of the given dense symmetric single precision column-majo...
Definition: syev.h:129
Header file for run time assertion macros.
#define BLAZE_CONSTRAINT_MUST_BE_BLAS_COMPATIBLE_TYPE(T)
Constraint on the data type.In case the given data type T is not a BLAS compatible data type (i...
Definition: BLASCompatible.h:61
#define BLAZE_CONSTRAINT_MUST_BE_BUILTIN_TYPE(T)
Constraint on the data type.In case the given data type T is not a built-in data type, a compilation error is created.
Definition: Builtin.h:60
BLAZE_ALWAYS_INLINE size_t rows(const Matrix< MT, SO > &matrix) noexcept
Returns the current number of rows of the matrix.
Definition: Matrix.h:324
Header file for the IsRowMajorMatrix type trait.
#define BLAZE_THROW_LAPACK_ERROR(MESSAGE)
Macro for the emission of an exception on detection of a LAPACK error.This macro encapsulates the def...
Definition: Exception.h:146
BLAZE_ALWAYS_INLINE bool isSquare(const Matrix< MT, SO > &matrix) noexcept
Checks if the given matrix is a square matrix.
Definition: Matrix.h:742
Header file for the IsResizable type trait.
#define BLAZE_INTERNAL_ASSERT(expr, msg)
Run time assertion macro for internal checks.In case of an invalid run time expression, the program execution is terminated. The BLAZE_INTERNAL_ASSERT macro can be disabled by setting the BLAZE_USER_ASSERTION flag to zero or by defining NDEBUG during the compilation.
Definition: Assert.h:101
Constraint on the data type.