MAGMA  2.3.0 Matrix Algebra for GPU and Multicore Architectures
single precision

## Functions

magma_int_t magma_sbaiter (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * x = b via the block asynchronous iteration method on GPU. More...

magma_int_t magma_sbaiter_overlap (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * x = b via the block asynchronous iteration method on GPU. More...

magma_int_t magma_sbicg (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a general matrix. More...

magma_int_t magma_sbicgstab (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a general matrix. More...

magma_int_t magma_sbicgstab_merge (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a general matrix. More...

magma_int_t magma_sbicgstab_merge2 (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a general matrix. More...

magma_int_t magma_sbicgstab_merge3 (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a general matrix. More...

magma_int_t magma_sbombard (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real general matrix A. More...

magma_int_t magma_sbombard_merge (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real general matrix A. More...

magma_int_t magma_scgs (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real matrix A. More...

magma_int_t magma_sfgmres (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real sparse matrix stored in the GPU memory. More...

magma_int_t magma_siterref (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real symmetric N-by-N positive definite matrix A. More...

magma_int_t magma_sjacobi (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real symmetric N-by-N positive definite matrix A. More...

magma_int_t magma_sjacobidomainoverlap (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real symmetric N-by-N positive definite matrix A. More...

magma_int_t magma_slsqr (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A*X=B for X if A is consistent, otherwise it attempts to solve the least squares solution X that minimizes norm(B-A*X). More...

magma_int_t magma_spbicg (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a general matrix. More...

magma_int_t magma_spbicgstab (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real N-by-N general matrix. More...

magma_int_t magma_spbicgstab_merge (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a general matrix. More...

magma_int_t magma_spcgs (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real matrix A. More...

magma_int_t magma_spcgs_merge (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real matrix A. More...

magma_int_t magma_spqmr (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a general real matrix A. More...

magma_int_t magma_spqmr_merge (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a general real matrix A. More...

magma_int_t magma_sptfqmr_merge (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_s_preconditioner *precond_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real matrix A. More...

magma_int_t magma_sqmr (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a general real matrix A. More...

magma_int_t magma_sqmr_merge (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real general matrix A. More...

magma_int_t magma_stfqmr (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real matrix A. More...

magma_int_t magma_stfqmr_merge (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real matrix A. More...

magma_int_t magma_stfqmr_unrolled (magma_s_matrix A, magma_s_matrix b, magma_s_matrix *x, magma_s_solver_par *solver_par, magma_queue_t queue)
Solves a system of linear equations A * X = B where A is a real matrix A. More...

## Function Documentation

 magma_int_t magma_sbaiter ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A * x = b via the block asynchronous iteration method on GPU.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] precond_par magma_s_preconditioner* preconditioner parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sbaiter_overlap ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A * x = b via the block asynchronous iteration method on GPU.

It used restricted additive Schwarz overlap in top-down direction.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] precond_par magma_s_preconditioner* preconditioner parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sbicg ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a general matrix.

This is a GPU implementation of the Biconjugate Gradient method.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sbicgstab ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a general matrix.

This is a GPU implementation of the Biconjugate Gradient Stabilized method.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sbicgstab_merge ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a general matrix.

This is a GPU implementation of the Biconjugate Gradient Stabilized method.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sbicgstab_merge2 ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a general matrix.

This is a GPU implementation of the Biconjugate Gradient Stabilized method. The difference to magma_sbicgstab is that we use specifically designed kernels merging multiple operations into one kernel.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sbicgstab_merge3 ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a general matrix.

This is a GPU implementation of the Biconjugate Gradient Stabilized method. The difference to magma_sbicgstab is that we use specifically designed kernels merging multiple operations into one kernel.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sbombard ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real general matrix A.

This is a GPU implementation of the iterative bombardment suggested in Barrett et al. ''Algorithmic bombardment for the iterative solution of linear systems: A poly-iterative approach'' using BiCGSTAB, CGS and MQR. At this point, it only works for symmetric A.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sbombard_merge ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real general matrix A.

This is a GPU implementation of the iterative bombardment suggested in Barrett et al. ''Algorithmic bombardment for the iterative solution of linear systems: A poly-iterative approach'' using BiCGSTAB, CGS and MQR. At this point, it only works for symmetric A.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_scgs ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real matrix A.

This is a GPU implementation of the Conjugate Gradient Squared (CGS) method.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sfgmres ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real sparse matrix stored in the GPU memory.

X and B are real vectors stored on the GPU memory. This is a GPU implementation of the right-preconditioned flexible GMRES.

Parameters
 [in] A magma_s_matrix descriptor for matrix A [in] b magma_s_matrix RHS b vector [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] precond_par magma_s_preconditioner* preconditioner [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_siterref ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

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

This is a GPU implementation of the Iterative Refinement method. The inner solver is passed via the preconditioner argument.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in,out] precond_par magma_s_preconditioner* inner solver [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sjacobi ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

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

This is a GPU implementation of the Jacobi method.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sjacobidomainoverlap ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

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

This is a GPU implementation of the Jacobi method allowing for domain overlap.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_slsqr ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A*X=B for X if A is consistent, otherwise it attempts to solve the least squares solution X that minimizes norm(B-A*X).

The N-by-P coefficient matrix A need not be square but the right hand side column vector B must have length N.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in,out] precond_par magma_s_preconditioner* preconditioner [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_spbicg ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a general matrix.

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

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in,out] precond_par magma_s_preconditioner* preconditioner [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_spbicgstab ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real N-by-N general matrix.

This is a GPU implementation of the preconditioned Biconjugate Gradient Stabelized method.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] precond_par magma_s_preconditioner* preconditioner parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_spbicgstab_merge ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a general matrix.

This is a GPU implementation of the preconditioned Biconjugate Gradient Stabelized method.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] precond_par magma_s_preconditioner* preconditioner parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_spcgs ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real matrix A.

This is a GPU implementation of the preconditioned Conjugate Gradient Squared (CGS) method.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] precond_par magma_s_preconditioner* preconditioner [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_spcgs_merge ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real matrix A.

This is a GPU implementation of the preconditioned Conjugate Gradient Squared (CGS) method.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] precond_par magma_s_preconditioner* preconditioner [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_spqmr ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a general real matrix A.

This is a GPU implementation of the preconditioned Quasi-Minimal Residual method (QMR).

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] precond_par magma_s_preconditioner* preconditioner [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_spqmr_merge ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a general real matrix A.

This is a GPU implementation of the preconditioned Quasi-Minimal Residual method (QMR) using custom-designed kernels.

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] precond_par magma_s_preconditioner* preconditioner [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sptfqmr_merge ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_s_preconditioner * precond_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real matrix A.

This is a GPU implementation of the preconditioned transpose-free Quasi-Minimal Residual method (TFQMR).

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in,out] precond_par magma_s_preconditioner* preconditioner [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sqmr ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a general real matrix A.

This is a GPU implementation of the Quasi-Minimal Residual method (QMR).

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_sqmr_merge ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real general matrix A.

This is a GPU implementation of the Quasi-Minimal Residual method (QMR).

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_stfqmr ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real matrix A.

This is a GPU implementation of the transpose-free Quasi-Minimal Residual method (TFQMR).

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_stfqmr_merge ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real matrix A.

This is a GPU implementation of the transpose-free Quasi-Minimal Residual method (TFQMR).

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.
 magma_int_t magma_stfqmr_unrolled ( magma_s_matrix A, magma_s_matrix b, magma_s_matrix * x, magma_s_solver_par * solver_par, magma_queue_t queue )

Solves a system of linear equations A * X = B where A is a real matrix A.

This is a GPU implementation of the transpose-free Quasi-Minimal Residual method (TFQMR).

Parameters
 [in] A magma_s_matrix input matrix A [in] b magma_s_matrix RHS b [in,out] x magma_s_matrix* solution approximation [in,out] solver_par magma_s_solver_par* solver parameters [in] queue magma_queue_t Queue to execute in.