!!$ 
!!$              Parallel Sparse BLAS  version 3.4
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!!$                       Salvatore Filippone    University of Rome Tor Vergata
!!$                       Alfredo Buttari        CNRS-IRIT, Toulouse
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!
! File: psb_krylov_mod.f90
!  Interfaces for Krylov subspace iterative methods.
!
!
! Subroutine: psb_skrylov
! 
!    Front-end for the Krylov subspace iterations, realversion
!    
! Arguments:
!
!    methd  -  character                    The specific method; can take the values:
!                                           CG
!                                           CGS
!                                           BICG
!                                           BICGSTAB
!                                           BICGSTABL
!                                           RGMRES
!                                           
!    a      -  type(psb_sspmat_type)      Input: sparse matrix containing A.
!    prec   -  class(psb_sprec_type)       Input: preconditioner
!    b      -  real,dimension(:)         Input: vector containing the
!                                           right hand side B
!    x      -  real,dimension(:)         Input/Output: vector containing the
!                                           initial guess and final solution X.
!    eps    -  real                         Input: Stopping tolerance; the iteration is
!                                           stopped when the error
!                                           estimate |err| <= eps
!                                           
!    desc_a -  type(psb_desc_type).       Input: The communication descriptor.
!    info   -  integer.                     Output: Return code
!
!    itmax  -  integer(optional)            Input: maximum number of iterations to be
!                                           performed.
!    iter   -  integer(optional)            Output: how many iterations have been
!                                           performed.
!    err    -  real   (optional)            Output: error estimate on exit
!    itrace -  integer(optional)            Input: print an informational message
!                                           with the error estimate every itrace
!                                           iterations
!    irst   -  integer(optional)            Input: restart parameter for RGMRES and 
!                                           BICGSTAB(L) methods
!    istop  -  integer(optional)            Input: stopping criterion, or how
!                                           to estimate the error. 
!                                           1: err =  |r|/(|a||x|+|b|)
!                                           2: err =  |r|/|b|
!                                           where r is the (preconditioned, recursive
!                                           estimate of) residual 
! 
Subroutine psb_skrylov_vect(method,a,prec,b,x,eps,desc_a,info,&
     & itmax,iter,err,itrace,irst,istop,cond)

  use psb_base_mod
  use psb_prec_mod,only : psb_sprec_type
  use psb_krylov_mod, psb_protect_name => psb_skrylov_vect

  character(len=*)                     :: method
  Type(psb_sspmat_type), Intent(in)    :: a
  Type(psb_desc_type), Intent(in)      :: desc_a
  class(psb_sprec_type), intent(inout) :: prec 
  type(psb_s_vect_type), Intent(inout) :: b
  type(psb_s_vect_type), Intent(inout) :: x
  Real(psb_spk_), Intent(in)           :: eps
  integer(psb_ipk_), intent(out)                 :: info
  integer(psb_ipk_), Optional, Intent(in)        :: itmax, itrace, irst,istop
  integer(psb_ipk_), Optional, Intent(out)       :: iter
  Real(psb_spk_), Optional, Intent(out) :: err,cond

  interface 
    subroutine psb_scg_vect(a,prec,b,x,eps,&
         & desc_a,info,itmax,iter,err,itrace,istop,cond)
      import :: psb_ipk_, psb_spk_, psb_desc_type, &
           & psb_sspmat_type, psb_sprec_type, psb_s_vect_type
      type(psb_sspmat_type), intent(in)    :: a
      type(psb_desc_type), intent(in)      :: desc_a
      class(psb_sprec_type), intent(inout) :: prec
      type(psb_s_vect_type), Intent(inout) :: b
      type(psb_s_vect_type), Intent(inout) :: x
      real(psb_spk_), intent(in)           :: eps
      integer(psb_ipk_), intent(out)                 :: info
      integer(psb_ipk_), optional, intent(in)        :: itmax, itrace,istop
      integer(psb_ipk_), optional, intent(out)       :: iter
      real(psb_spk_), optional, intent(out) :: err,cond
    end subroutine psb_scg_vect
    subroutine psb_sbicg_vect(a,prec,b,x,eps,&
         & desc_a,info,itmax,iter,err,itrace,istop)
      import :: psb_ipk_, psb_spk_, psb_desc_type, &
           & psb_sspmat_type, psb_sprec_type, psb_s_vect_type
      type(psb_sspmat_type), intent(in)    :: a
      type(psb_desc_type), intent(in)      :: desc_a
      class(psb_sprec_type), intent(inout) :: prec
      type(psb_s_vect_type), Intent(inout) :: b
      type(psb_s_vect_type), Intent(inout) :: x
      real(psb_spk_), intent(in)           :: eps
      integer(psb_ipk_), intent(out)                 :: info
      integer(psb_ipk_), optional, intent(in)        :: itmax, itrace,istop
      integer(psb_ipk_), optional, intent(out)       :: iter
      real(psb_spk_), optional, intent(out) :: err
    end subroutine psb_sbicg_vect
    subroutine psb_scgstab_vect(a,prec,b,x,eps,&
         & desc_a,info,itmax,iter,err,itrace,istop)
      import :: psb_ipk_, psb_spk_, psb_desc_type, &
           & psb_sspmat_type, psb_sprec_type, psb_s_vect_type
      type(psb_sspmat_type), intent(in)    :: a
      type(psb_desc_type), intent(in)      :: desc_a
      type(psb_s_vect_type), Intent(inout) :: b
      type(psb_s_vect_type), Intent(inout) :: x
      real(psb_spk_), intent(in)           :: eps
      class(psb_sprec_type), intent(inout) :: prec
      integer(psb_ipk_), intent(out)                 :: info
      integer(psb_ipk_), optional, intent(in)        :: itmax, itrace,istop
      integer(psb_ipk_), optional, intent(out)       :: iter
      real(psb_spk_), optional, intent(out) :: err
    end subroutine psb_scgstab_vect
    Subroutine psb_scgstabl_vect(a,prec,b,x,eps,desc_a,info,&
         &itmax,iter,err, itrace,irst,istop)
      import :: psb_ipk_, psb_spk_, psb_desc_type, &
           & psb_sspmat_type, psb_sprec_type, psb_s_vect_type
      Type(psb_sspmat_type), Intent(in)    :: a
      Type(psb_desc_type), Intent(in)      :: desc_a
      class(psb_sprec_type), intent(inout) :: prec
      type(psb_s_vect_type), Intent(inout) :: b
      type(psb_s_vect_type), Intent(inout) :: x
      Real(psb_spk_), Intent(in)           :: eps
      integer(psb_ipk_), intent(out)                 :: info
      integer(psb_ipk_), Optional, Intent(in)        :: itmax, itrace, irst,istop
      integer(psb_ipk_), Optional, Intent(out)       :: iter
      Real(psb_spk_), Optional, Intent(out) :: err
    end subroutine psb_scgstabl_vect
    Subroutine psb_srgmres_vect(a,prec,b,x,eps,desc_a,info,&
         &itmax,iter,err,itrace,irst,istop)
      import :: psb_ipk_, psb_spk_, psb_desc_type, &
           & psb_sspmat_type, psb_sprec_type, psb_s_vect_type
      Type(psb_sspmat_type), Intent(in)    :: a
      Type(psb_desc_type), Intent(in)      :: desc_a
      class(psb_sprec_type), intent(inout) :: prec
      type(psb_s_vect_type), Intent(inout) :: b
      type(psb_s_vect_type), Intent(inout) :: x
      Real(psb_spk_), Intent(in)           :: eps
      integer(psb_ipk_), intent(out)                 :: info
      integer(psb_ipk_), Optional, Intent(in)        :: itmax, itrace, irst,istop
      integer(psb_ipk_), Optional, Intent(out)       :: iter
      Real(psb_spk_), Optional, Intent(out) :: err
    end subroutine psb_srgmres_vect
    subroutine psb_scgs_vect(a,prec,b,x,eps,desc_a,info,&
         &itmax,iter,err,itrace,istop)
      import :: psb_ipk_, psb_spk_, psb_desc_type, &
           & psb_sspmat_type, psb_sprec_type, psb_s_vect_type
      type(psb_sspmat_type), intent(in)    :: a
      type(psb_desc_type), intent(in)      :: desc_a 
      class(psb_sprec_type), intent(inout) :: prec
      type(psb_s_vect_type), Intent(inout) :: b
      type(psb_s_vect_type), Intent(inout) :: x
      real(psb_spk_), intent(in)           :: eps
      integer(psb_ipk_), intent(out)                 :: info
      integer(psb_ipk_), optional, intent(in)        :: itmax, itrace,istop
      integer(psb_ipk_), optional, intent(out)       :: iter
      real(psb_spk_), optional, intent(out) :: err
    end subroutine psb_scgs_vect
  end interface
  integer(psb_ipk_) :: ictxt,me,np,err_act
  character(len=20)             :: name

  info = psb_success_
  name = 'psb_krylov'
  call psb_erractionsave(err_act)

  ictxt=desc_a%get_context()

  call psb_info(ictxt, me, np)

  select case(psb_toupper(method))
  case('CG') 
    call  psb_scg_vect(a,prec,b,x,eps,desc_a,info,&
         &itmax,iter,err,itrace,istop,cond)
  case('CGS') 
    call  psb_scgs_vect(a,prec,b,x,eps,desc_a,info,&
         &itmax,iter,err,itrace,istop)
  case('BICG') 
    call  psb_sbicg_vect(a,prec,b,x,eps,desc_a,info,&
         &itmax,iter,err,itrace,istop)
  case('BICGSTAB') 
    call  psb_scgstab_vect(a,prec,b,x,eps,desc_a,info,&
         &itmax,iter,err,itrace,istop)
  case('RGMRES')
    call  psb_srgmres_vect(a,prec,b,x,eps,desc_a,info,&
         &itmax,iter,err,itrace,irst,istop)
  case('BICGSTABL')
    call  psb_scgstabl_vect(a,prec,b,x,eps,desc_a,info,&
         &itmax,iter,err,itrace,irst,istop)
  case default
    if (me == 0) write(psb_err_unit,*) trim(name),&
         & ': Warning: Unknown method  ',method,&
         & ', defaulting to BiCGSTAB'
    call  psb_scgstab_vect(a,prec,b,x,eps,desc_a,info,&
         &itmax,iter,err,itrace,istop)
  end select

  if(info /= psb_success_) then
    call psb_errpush(info,name)
    goto 9999
  end if

  call psb_erractionrestore(err_act)
  return

9999 call psb_error_handler(ictxt,err_act)

  return

end subroutine psb_skrylov_vect