MAGMA  1.6.1
Matrix Algebra for GPU and Multicore Architectures
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single-complex precision

Functions

magma_int_t magma_cbpcg (magma_c_sparse_matrix A, magma_c_vector b, magma_c_vector *x, magma_c_solver_par *solver_par, magma_c_preconditioner *precond_par, magma_queue_t queue)
 Solves a system of linear equations A * X = B where A is a complex Hermitian N-by-N positive definite matrix A. More...
 
magma_int_t magma_ccg (magma_c_sparse_matrix A, magma_c_vector b, magma_c_vector *x, magma_c_solver_par *solver_par, magma_queue_t queue)
 Solves a system of linear equations A * X = B where A is a complex Hermitian N-by-N positive definite matrix A. More...
 
magma_int_t magma_ccg_merge (magma_c_sparse_matrix A, magma_c_vector b, magma_c_vector *x, magma_c_solver_par *solver_par, magma_queue_t queue)
 Solves a system of linear equations A * X = B where A is a complex Hermitian N-by-N positive definite matrix A. More...
 
magma_int_t magma_ccg_res (magma_c_sparse_matrix A, magma_c_vector b, magma_c_vector *x, magma_c_solver_par *solver_par, magma_queue_t queue)
 Solves a system of linear equations A * X = B where A is a complex Hermitian N-by-N positive definite matrix A. More...
 
magma_int_t magma_cpcg (magma_c_sparse_matrix A, magma_c_vector b, magma_c_vector *x, magma_c_solver_par *solver_par, magma_c_preconditioner *precond_par, magma_queue_t queue)
 Solves a system of linear equations A * X = B where A is a complex Hermitian N-by-N positive definite matrix A. More...
 

Detailed Description

Function Documentation

magma_int_t magma_cbpcg ( magma_c_sparse_matrix  A,
magma_c_vector  b,
magma_c_vector *  x,
magma_c_solver_par *  solver_par,
magma_c_preconditioner *  precond_par,
magma_queue_t  queue 
)

Solves a system of linear equations A * X = B where A is a complex Hermitian N-by-N positive definite matrix A.

This is a GPU implementation of the block preconditioned Conjugate Gradient method.

Parameters
[in]Amagma_c_sparse_matrix input matrix A
[in]bmagma_c_vector RHS b - can be a block
[in,out]xmagma_c_vector* solution approximation
[in,out]solver_parmagma_c_solver_par* solver parameters
[in]precond_parmagma_c_preconditioner* preconditioner
[in]queuemagma_queue_t Queue to execute in.
magma_int_t magma_ccg ( magma_c_sparse_matrix  A,
magma_c_vector  b,
magma_c_vector *  x,
magma_c_solver_par *  solver_par,
magma_queue_t  queue 
)

Solves a system of linear equations A * X = B where A is a complex Hermitian N-by-N positive definite matrix A.

This is a GPU implementation of the Conjugate Gradient method.

Parameters
[in]Amagma_c_sparse_matrix input matrix A
[in]bmagma_c_vector RHS b
[in,out]xmagma_c_vector* solution approximation
[in,out]solver_parmagma_c_solver_par* solver parameters
[in]queuemagma_queue_t Queue to execute in.
magma_int_t magma_ccg_merge ( magma_c_sparse_matrix  A,
magma_c_vector  b,
magma_c_vector *  x,
magma_c_solver_par *  solver_par,
magma_queue_t  queue 
)

Solves a system of linear equations A * X = B where A is a complex Hermitian N-by-N positive definite matrix A.

This is a GPU implementation of the Conjugate Gradient method in variant, where multiple operations are merged into one compute kernel.

Parameters
[in]Amagma_c_sparse_matrix input matrix A
[in]bmagma_c_vector RHS b
[in,out]xmagma_c_vector* solution approximation
[in,out]solver_parmagma_c_solver_par* solver parameters
[in]queuemagma_queue_t Queue to execute in.
magma_int_t magma_ccg_res ( magma_c_sparse_matrix  A,
magma_c_vector  b,
magma_c_vector *  x,
magma_c_solver_par *  solver_par,
magma_queue_t  queue 
)

Solves a system of linear equations A * X = B where A is a complex Hermitian N-by-N positive definite matrix A.

This is a GPU implementation of the Conjugate Gradient method.

Parameters
[in]Amagma_c_sparse_matrix input matrix A
[in]bmagma_c_vector RHS b
[in,out]xmagma_c_vector* solution approximation
[in,out]solver_parmagma_c_solver_par* solver parameters
[in]queuemagma_queue_t Queue to execute in.
magma_int_t magma_cpcg ( magma_c_sparse_matrix  A,
magma_c_vector  b,
magma_c_vector *  x,
magma_c_solver_par *  solver_par,
magma_c_preconditioner *  precond_par,
magma_queue_t  queue 
)

Solves a system of linear equations A * X = B where A is a complex Hermitian N-by-N positive definite matrix A.

This is a GPU implementation of the preconditioned Conjugate Gradient method.

Parameters
[in]Amagma_c_sparse_matrix input matrix A
[in]bmagma_c_vector RHS b
[in,out]xmagma_c_vector* solution approximation
[in,out]solver_parmagma_c_solver_par* solver parameters
[in]precond_parmagma_c_preconditioner* preconditioner
[in]queuemagma_queue_t Queue to execute in.