Created aggregator subdir.

stopcriterion
Salvatore Filippone 7 years ago
parent b331b1b928
commit 6ccb787857

@ -8,13 +8,13 @@ FINCLUDES=$(FMFLAG)$(HERE) $(FMFLAG)$(MODDIR) $(FMFLAG)$(INCDIR) $(PSBLAS_INCLUD
DMPFOBJS=mld_daggrmat_nosmth_asb.o mld_daggrmat_smth_asb.o mld_daggrmat_minnrg_asb.o mld_daggrmat_biz_asb.o
DMPFOBJS=
SMPFOBJS=mld_saggrmat_nosmth_asb.o mld_saggrmat_smth_asb.o mld_saggrmat_minnrg_asb.o mld_saggrmat_biz_asb.o
SMPFOBJS=
ZMPFOBJS=mld_zaggrmat_nosmth_asb.o mld_zaggrmat_smth_asb.o mld_zaggrmat_minnrg_asb.o mld_zaggrmat_biz_asb.o
ZMPFOBJS=
CMPFOBJS=mld_caggrmat_nosmth_asb.o mld_caggrmat_smth_asb.o mld_caggrmat_minnrg_asb.o mld_caggrmat_biz_asb.o
CMPFOBJS=
MPFOBJS=$(SMPFOBJS) $(DMPFOBJS) $(CMPFOBJS) $(ZMPFOBJS)
@ -24,26 +24,22 @@ MPCOBJS=mld_dslud_interface.o mld_zslud_interface.o
DINNEROBJS= mld_dmlprec_bld.o mld_dfile_prec_descr.o \
mld_d_smoothers_bld.o mld_d_hierarchy_bld.o \
mld_daggrmap_bld.o \
mld_d_dec_map_bld.o mld_dmlprec_aply.o mld_daggrmat_asb.o \
$(DMPFOBJS) mld_d_extprol_bld.o mld_d_lev_aggrmap_bld.o mld_d_lev_aggrmat_asb.o
mld_dmlprec_aply.o \
$(DMPFOBJS) mld_d_extprol_bld.o mld_d_lev_aggrmap_bld.o mld_d_lev_aggrmat_asb.o
SINNEROBJS= mld_smlprec_bld.o mld_sfile_prec_descr.o \
mld_s_smoothers_bld.o mld_s_hierarchy_bld.o \
mld_saggrmap_bld.o \
mld_s_dec_map_bld.o mld_smlprec_aply.o mld_saggrmat_asb.o \
mld_smlprec_aply.o \
$(SMPFOBJS) mld_s_extprol_bld.o mld_s_lev_aggrmap_bld.o mld_s_lev_aggrmat_asb.o
ZINNEROBJS= mld_zmlprec_bld.o mld_zfile_prec_descr.o \
mld_z_smoothers_bld.o mld_z_hierarchy_bld.o \
mld_zaggrmap_bld.o \
mld_z_dec_map_bld.o mld_zmlprec_aply.o mld_zaggrmat_asb.o \
mld_zmlprec_aply.o \
$(ZMPFOBJS) mld_z_extprol_bld.o mld_z_lev_aggrmap_bld.o mld_z_lev_aggrmat_asb.o
CINNEROBJS= mld_cmlprec_bld.o mld_cfile_prec_descr.o \
mld_c_smoothers_bld.o mld_c_hierarchy_bld.o \
mld_caggrmap_bld.o \
mld_c_dec_map_bld.o mld_cmlprec_aply.o mld_caggrmat_asb.o \
mld_cmlprec_aply.o \
$(CMPFOBJS) mld_c_extprol_bld.o mld_c_lev_aggrmap_bld.o mld_c_lev_aggrmat_asb.o
INNEROBJS= $(SINNEROBJS) $(DINNEROBJS) $(CINNEROBJS) $(ZINNEROBJS)
@ -71,10 +67,12 @@ OBJS=$(F90OBJS) $(COBJS) $(MPCOBJS)
LIBNAME=libmld_prec.a
lib: $(OBJS) levd smoothd solvd
lib: $(OBJS) levd smoothd solvd aggrd
$(AR) $(HERE)/$(LIBNAME) $(OBJS)
$(RANLIB) $(HERE)/$(LIBNAME)
aggrd:
cd aggregator && $(MAKE)
levd:
cd level && $(MAKE)
smoothd:
@ -89,9 +87,11 @@ mpobjs:
veryclean: clean
/bin/rm -f $(LIBNAME)
clean: solvclean smoothclean levclean
clean: solvclean smoothclean levclean aggrclean
/bin/rm -f $(OBJS) $(LOCAL_MODS)
aggrclean:
cd aggregator && $(MAKE) clean
levclean:
cd level && $(MAKE) clean
smoothclean:

@ -0,0 +1,61 @@
include ../../../Make.inc
LIBDIR=../../../lib
INCDIR=../../../include
MODDIR=../../../modules
HERE=../..
FINCLUDES=$(FMFLAG)$(HERE) $(FMFLAG)$(MODDIR) $(FMFLAG)$(INCDIR) $(PSBLAS_INCLUDES)
#CINCLUDES= -I${SUPERLU_INCDIR} -I${HSL_INCDIR} -I${SPRAL_INCDIR} -I/home/users/pasqua/Ambra/BootCMatch/include -lBCM -L/home/users/pasqua/Ambra/BootCMatch/lib -lm
OBJS= \
bootCMatch_interface.o\
mld_s_base_aggregator_mat_asb.o \
mld_s_base_aggregator_tprol.o \
mld_s_hybrid_aggregator_tprol.o \
mld_s_symdec_aggregator_tprol.o \
mld_s_map_to_tprol.o mld_s_dec_map_bld.o mld_s_hyb_map_bld.o\
mld_saggrmat_biz_asb.o mld_saggrmat_minnrg_asb.o\
mld_saggrmat_nosmth_asb.o mld_saggrmat_smth_asb.o \
mld_d_base_aggregator_mat_asb.o \
mld_d_base_aggregator_tprol.o \
mld_d_bcmatch_aggregator_tprol.o\
mld_d_hybrid_aggregator_tprol.o \
mld_d_symdec_aggregator_tprol.o \
mld_d_map_to_tprol.o mld_d_dec_map_bld.o mld_d_hyb_map_bld.o\
mld_daggrmat_unsmth_spmm_asb.o\
mld_daggrmat_biz_asb.o mld_daggrmat_minnrg_asb.o\
mld_daggrmat_nosmth_asb.o mld_daggrmat_smth_asb.o \
mld_c_base_aggregator_mat_asb.o \
mld_c_base_aggregator_tprol.o \
mld_c_hybrid_aggregator_tprol.o \
mld_c_symdec_aggregator_tprol.o \
mld_c_map_to_tprol.o mld_c_dec_map_bld.o mld_c_hyb_map_bld.o\
mld_caggrmat_biz_asb.o mld_caggrmat_minnrg_asb.o\
mld_caggrmat_nosmth_asb.o mld_caggrmat_smth_asb.o \
mld_z_base_aggregator_mat_asb.o \
mld_z_base_aggregator_tprol.o \
mld_z_hybrid_aggregator_tprol.o \
mld_z_symdec_aggregator_tprol.o \
mld_z_map_to_tprol.o mld_z_dec_map_bld.o mld_z_hyb_map_bld.o\
mld_zaggrmat_biz_asb.o mld_zaggrmat_minnrg_asb.o\
mld_zaggrmat_nosmth_asb.o mld_zaggrmat_smth_asb.o
#mld_d_bcmatch_map_to_tprol.o mld_d_bcmatch_aggregator_mat_asb.o \
LIBNAME=libmld_prec.a
lib: $(OBJS)
$(AR) $(HERE)/$(LIBNAME) $(OBJS)
$(RANLIB) $(HERE)/$(LIBNAME)
mpobjs:
(make $(MPFOBJS) F90="$(MPF90)" F90COPT="$(F90COPT)")
(make $(MPCOBJS) CC="$(MPCC)" CCOPT="$(CCOPT)")
veryclean: clean
/bin/rm -f $(LIBNAME)
clean:
/bin/rm -f $(OBJS) $(LOCAL_MODS)

@ -0,0 +1,225 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_c_base_aggregator_mat_asb.f90
!
! Subroutine: mld_c_base_aggregator_mat_asb
! Version: complex
!
! This routine builds the matrix associated to the current level of the
! multilevel preconditioner from the matrix associated to the previous level,
! by using the user-specified aggregation technique (therefore, it also builds the
! prolongation and restriction operators mapping the current level to the
! previous one and vice versa).
! The current level is regarded as the coarse one, while the previous as
! the fine one. This is in agreement with the fact that the routine is called,
! by mld_mlprec_bld, only on levels >=2.
! The coarse-level matrix A_C is built from a fine-level matrix A
! by using the Galerkin approach, i.e.
!
! A_C = P_C^T A P_C,
!
! where P_C is a prolongator from the coarse level to the fine one.
!
! A mapping from the nodes of the adjacency graph of A to the nodes of the
! adjacency graph of A_C has been computed by the mld_aggrmap_bld subroutine.
! The prolongator P_C is built here from this mapping, according to the
! value of p%iprcparm(mld_aggr_kind_), specified by the user through
! mld_cprecinit and mld_zprecset.
! On output from this routine the entries of AC, op_prol, op_restr
! are still in "global numbering" mode; this is fixed in the calling routine
! mld_c_lev_aggrmat_asb.
!
! Currently four different prolongators are implemented, corresponding to
! four aggregation algorithms:
! 1. un-smoothed aggregation,
! 2. smoothed aggregation,
! 3. "bizarre" aggregation.
! 4. minimum energy
! 1. The non-smoothed aggregation uses as prolongator the piecewise constant
! interpolation operator corresponding to the fine-to-coarse level mapping built
! by p%aggr%bld_tprol. This is called tentative prolongator.
! 2. The smoothed aggregation uses as prolongator the operator obtained by applying
! a damped Jacobi smoother to the tentative prolongator.
! 3. The "bizarre" aggregation uses a prolongator proposed by the authors of MLD2P4.
! This prolongator still requires a deep analysis and testing and its use is
! not recommended.
! 4. Minimum energy aggregation
!
! For more details see
! M. Brezina and P. Vanek, A black-box iterative solver based on a two-level
! Schwarz method, Computing, 63 (1999), 233-263.
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of PSBLAS-based
! parallel two-level Schwarz preconditioners, Appl. Num. Math., 57 (2007),
! 1181-1196.
! M. Sala, R. Tuminaro: A new Petrov-Galerkin smoothed aggregation preconditioner
! for nonsymmetric linear systems, SIAM J. Sci. Comput., 31(1):143-166 (2008)
!
!
! The main structure is:
! 1. Perform sanity checks;
! 2. Compute prolongator/restrictor/AC
!
!
! Arguments:
! ag - type(mld_c_base_aggregator_type), input/output.
! The aggregator object
! parms - type(mld_sml_parms), input
! The aggregation parameters
! a - type(psb_cspmat_type), input.
! The sparse matrix structure containing the local part of
! the fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of the fine-level matrix.
! The 'one-level' data structure that will contain the local
! part of the matrix to be built as well as the information
! concerning the prolongator and its transpose.
! ilaggr - integer, dimension(:), input
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that the indices
! are assumed to be shifted so as to make sure the ranges on
! the various processes do not overlap.
! nlaggr - integer, dimension(:) input
! nlaggr(i) contains the aggregates held by process i.
! ac - type(psb_cspmat_type), output
! The coarse matrix on output
!
! op_prol - type(psb_cspmat_type), input/output
! The tentative prolongator on input, the computed prolongator on output
!
! op_restr - type(psb_cspmat_type), output
! The restrictor operator; normally, it is the transpose of the prolongator.
!
! info - integer, output.
! Error code.
!
subroutine mld_c_base_aggregator_mat_asb(ag,parms,a,desc_a,ilaggr,nlaggr,ac,op_prol,op_restr,info)
use psb_base_mod
use mld_c_inner_mod, mld_protect_name => mld_c_base_aggregator_mat_asb
implicit none
class(mld_c_base_aggregator_type), target, intent(inout) :: ag
type(mld_sml_parms), intent(inout) :: parms
type(psb_cspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), intent(inout) :: ilaggr(:), nlaggr(:)
type(psb_cspmat_type), intent(inout) :: op_prol
type(psb_cspmat_type), intent(out) :: ac,op_restr
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
type(psb_c_coo_sparse_mat) :: acoo, bcoo
type(psb_c_csr_sparse_mat) :: acsr1
integer(psb_ipk_) :: nzl,ntaggr
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_c_base_aggregator_mat_asb'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%aggr_kind,'Smoother',&
& mld_smooth_prol_,is_legal_ml_aggr_kind)
call mld_check_def(parms%coarse_mat,'Coarse matrix',&
& mld_distr_mat_,is_legal_ml_coarse_mat)
call mld_check_def(parms%aggr_filter,'Use filtered matrix',&
& mld_no_filter_mat_,is_legal_aggr_filter)
call mld_check_def(parms%smoother_pos,'smooth_pos',&
& mld_pre_smooth_,is_legal_ml_smooth_pos)
call mld_check_def(parms%aggr_omega_alg,'Omega Alg.',&
& mld_eig_est_,is_legal_ml_aggr_omega_alg)
call mld_check_def(parms%aggr_eig,'Eigenvalue estimate',&
& mld_max_norm_,is_legal_ml_aggr_eig)
call mld_check_def(parms%aggr_omega_val,'Omega',szero,is_legal_s_omega)
!
! Build the coarse-level matrix from the fine-level one, starting from
! the mapping defined by mld_aggrmap_bld and applying the aggregation
! algorithm specified by p%iprcparm(mld_aggr_kind_)
!
select case (parms%aggr_kind)
case (mld_no_smooth_)
call mld_caggrmat_nosmth_asb(a,desc_a,ilaggr,nlaggr,&
& parms,ac,op_prol,op_restr,info)
case(mld_smooth_prol_)
call mld_caggrmat_smth_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case(mld_biz_prol_)
call mld_caggrmat_biz_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case(mld_min_energy_)
call mld_caggrmat_minnrg_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case default
info = psb_err_internal_error_
call psb_errpush(info,name,a_err='Invalid aggr kind')
goto 9999
end select
if (info /= psb_success_) then
call psb_errpush(psb_err_from_subroutine_,name,a_err='Inner aggrmat asb')
goto 9999
end if
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_c_base_aggregator_mat_asb

@ -0,0 +1,124 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_c_base_aggregator_tprol.f90
!
! Subroutine: mld_c_base_aggregator_tprol
! Version: complex
!
! This routine is mainly an interface to dec_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
! Arguments:
! p - type(mld_c_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_cspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_cspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_c_base_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
! use mld_c_base_aggregator_mod
use mld_c_inner_mod, mld_protect_name => mld_c_base_aggregator_build_tprol
implicit none
class(mld_c_base_aggregator_type), target, intent(inout) :: ag
type(mld_sml_parms), intent(inout) :: parms
type(psb_cspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_cspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_c_base_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%ml_type,'Multilevel type',&
& mld_mult_ml_,is_legal_ml_type)
call mld_check_def(parms%aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_aggr_alg)
call mld_check_def(parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',szero,is_legal_s_aggr_thrs)
call mld_dec_map_bld(parms%aggr_ord,parms%aggr_thresh,a,desc_a,nlaggr,ilaggr,info)
call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_c_base_aggregator_build_tprol

@ -0,0 +1,328 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
!
! File: mld_c_hyb_map__bld.f90
!
! Subroutine: mld_c_hyb_map_bld
! Version: complex
!
! This routine builds the tentative prolongator based on the
! decoupled aggregation algorithm presented in
!
! M. Brezina and P. Vanek, A black-box iterative solver based on a
! two-level Schwarz method, Computing, 63 (1999), 233-263.
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of
! PSBLAS-based parallel two-level Schwarz preconditioners, Appl. Num. Math.
! 57 (2007), 1181-1196.
!
! Note: upon exit
!
! Arguments:
! a - type(psb_cspmat_type).
! The sparse matrix structure containing the local part of the
! matrix to be preconditioned.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! p - type(mld_cprec_type), input/output.
! The preconditioner data structure; upon exit it contains
! the multilevel hierarchy of prolongators, restrictors
! and coarse matrices.
! info - integer, output.
! Error code.
!
!
!
subroutine mld_c_hyb_map_bld(iorder,theta,a,desc_a,nlaggr,ilaggr,info)
use psb_base_mod
use mld_c_inner_mod, mld_protect_name => mld_c_hyb_map_bld
implicit none
! Arguments
integer(psb_ipk_), intent(in) :: iorder
type(psb_cspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
real(psb_spk_), intent(in) :: theta
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
integer(psb_ipk_), intent(out) :: info
! Local variables
integer(psb_ipk_), allocatable :: ils(:), neigh(:), irow(:), icol(:),&
& ideg(:), idxs(:), tmpaggr(:)
complex(psb_spk_), allocatable :: val(:), diag(:)
integer(psb_ipk_) :: icnt,nlp,k,n,ia,isz,nr, naggr,i,j,m, nz, ilg, ii, ip, ip1,nzcnt
type(psb_c_csr_sparse_mat) :: acsr, muij, s_neigh
type(psb_c_coo_sparse_mat) :: s_neigh_coo
real(psb_spk_) :: cpling, tcl
logical :: disjoint
integer(psb_ipk_) :: debug_level, debug_unit,err_act
integer(psb_ipk_) :: ictxt,np,me
integer(psb_ipk_) :: nrow, ncol, n_ne
character(len=20) :: name, ch_err
if (psb_get_errstatus() /= 0) return
info=psb_success_
name = 'mld_hyb_map_bld'
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
!
ictxt=desc_a%get_context()
call psb_info(ictxt,me,np)
nrow = desc_a%get_local_rows()
ncol = desc_a%get_local_cols()
nr = a%get_nrows()
allocate(ilaggr(nr),neigh(nr),ideg(nr),idxs(nr),icol(nr),stat=info)
if(info /= psb_success_) then
info=psb_err_alloc_request_
call psb_errpush(info,name,i_err=(/2*nr,izero,izero,izero,izero/),&
& a_err='integer')
goto 9999
end if
diag = a%get_diag(info)
if(info /= psb_success_) then
info=psb_err_from_subroutine_
call psb_errpush(info,name,a_err='psb_sp_getdiag')
goto 9999
end if
!
! Phase zero: compute muij
!
call a%cp_to(muij)
do i=1, nr
do k=muij%irp(i),muij%irp(i+1)-1
j = muij%ja(k)
muij%val(k) = abs(muij%val(k))/sqrt(abs(diag(i)*diag(j)))
end do
end do
!write(*,*) 'murows/cols ',maxval(mu_rows),maxval(mu_cols)
!
! Compute the 1-neigbour; mark strong links with +1, weak links with -1
!
call s_neigh_coo%allocate(nr,nr,muij%get_nzeros())
ip = 0
do i=1, nr
do k=muij%irp(i),muij%irp(i+1)-1
j = muij%ja(k)
ip = ip + 1
s_neigh_coo%ia(ip) = i
s_neigh_coo%ja(ip) = j
if (real(muij%val(k)) >= theta) then
s_neigh_coo%val(ip) = sone
else
s_neigh_coo%val(ip) = -sone
end if
end do
end do
!write(*,*) 'S_NEIGH: ',nr,ip
call s_neigh_coo%set_nzeros(ip)
call s_neigh%mv_from_coo(s_neigh_coo,info)
if (iorder == mld_aggr_ord_nat_) then
do i=1, nr
ilaggr(i) = -(nr+1)
idxs(i) = i
end do
else
do i=1, nr
ilaggr(i) = -(nr+1)
ideg(i) = muij%irp(i+1) - muij%irp(i)
end do
call psb_msort(ideg,ix=idxs,dir=psb_sort_down_)
end if
!
! Phase one: Start with disjoint groups.
!
naggr = 0
icnt = 0
step1: do ii=1, nr
i = idxs(ii)
if (ilaggr(i) == -(nr+1)) then
!
! Get the 1-neighbourhood of I
!
ip1 = s_neigh%irp(i)
nz = s_neigh%irp(i+1)-ip1
!
! If the neighbourhood only contains I, skip it
!
if (nz ==0) then
ilaggr(i) = 0
cycle step1
end if
if ((nz==1).and.(s_neigh%ja(ip1)==i)) then
ilaggr(i) = 0
cycle step1
end if
!
! If the whole strongly coupled neighborhood of I is
! as yet unconnected, turn it into the next aggregate.
!
nzcnt = count(real(s_neigh%val(ip1:ip1+nz-1)) > 0)
icol(1:nzcnt) = pack(s_neigh%ja(ip1:ip1+nz-1),(real(s_neigh%val(ip1:ip1+nz-1)) > 0))
disjoint = all(ilaggr(icol(1:nzcnt)) == -(nr+1))
if (disjoint) then
icnt = icnt + 1
naggr = naggr + 1
do k=1, nzcnt
ilaggr(icol(k)) = naggr
end do
ilaggr(i) = naggr
end if
endif
enddo step1
if (debug_level >= psb_debug_outer_) then
write(debug_unit,*) me,' ',trim(name),&
& ' Check 1:',count(ilaggr == -(nr+1))
end if
!
! Phase two: join the neighbours
!
tmpaggr = ilaggr
step2: do ii=1,nr
i = idxs(ii)
if (ilaggr(i) == -(nr+1)) then
!
! Find the most strongly connected neighbour that is
! already aggregated, if any, and join its aggregate
!
cpling = szero
ip = 0
do k=s_neigh%irp(i), s_neigh%irp(i+1)-1
j = s_neigh%ja(k)
if ((1<=j).and.(j<=nr)) then
if ( (tmpaggr(j) > 0).and. (real(muij%val(k)) > cpling)&
& .and.(real(s_neigh%val(k))>0)) then
ip = k
cpling = muij%val(k)
end if
end if
enddo
if (ip > 0) then
ilaggr(i) = ilaggr(s_neigh%ja(ip))
end if
end if
end do step2
!
! Phase three: sweep over leftovers, if any
!
step3: do ii=1,nr
i = idxs(ii)
if (ilaggr(i) < 0) then
!
! Find its strongly connected neighbourhood not
! already aggregated, and make it into a new aggregate.
!
ip = 0
do k=s_neigh%irp(i), s_neigh%irp(i+1)-1
j = s_neigh%ja(k)
if ((1<=j).and.(j<=nr)) then
if (ilaggr(j) < 0) then
ip = ip + 1
icol(ip) = j
end if
end if
enddo
if (ip > 0) then
icnt = icnt + 1
naggr = naggr + 1
ilaggr(i) = naggr
do k=1, ip
ilaggr(icol(k)) = naggr
end do
end if
end if
end do step3
if (count(ilaggr<0) >0) then
info=psb_err_internal_error_
call psb_errpush(info,name,a_err='Fatal error: some leftovers')
goto 9999
endif
if (naggr > ncol) then
write(0,*) name,'Error : naggr > ncol',naggr,ncol
info=psb_err_internal_error_
call psb_errpush(info,name,a_err='Fatal error: naggr>ncol')
goto 9999
end if
call psb_realloc(ncol,ilaggr,info)
if (info /= psb_success_) then
info=psb_err_from_subroutine_
ch_err='psb_realloc'
call psb_errpush(info,name,a_err=ch_err)
goto 9999
end if
allocate(nlaggr(np),stat=info)
if (info /= psb_success_) then
info=psb_err_alloc_request_
call psb_errpush(info,name,i_err=(/np,izero,izero,izero,izero/),&
& a_err='integer')
goto 9999
end if
nlaggr(:) = 0
nlaggr(me+1) = naggr
call psb_sum(ictxt,nlaggr(1:np))
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_c_hyb_map_bld

@ -0,0 +1,122 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017
!
! Salvatore Filippone Cranfield University, UK
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_c_hybrid_aggregator_tprol.f90
!
! Subroutine: mld_c_hybrid_aggregator_tprol
! Version: complex
!
!
! This routine is mainly an interface to hyb_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
! Arguments:
! p - type(mld_c_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_cspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_cspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_c_hybrid_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_c_hybrid_aggregator_mod, mld_protect_name => mld_c_hybrid_aggregator_build_tprol
use mld_c_inner_mod
implicit none
class(mld_c_hybrid_aggregator_type), target, intent(inout) :: ag
type(mld_sml_parms), intent(inout) :: parms
type(psb_cspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_cspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_c_hybrid_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(p%parms%ml_cycle,'Multilevel cycle',&
& mld_mult_ml_,is_legal_ml_cycle)
call mld_check_def(p%parms%par_aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_par_aggr_alg)
call mld_check_def(p%parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',szero,is_legal_s_aggr_thrs)
call mld_hyb_map_bld(parms%aggr_ord,parms%aggr_thresh,a,desc_a,nlaggr,ilaggr,info)
call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_c_hybrid_aggregator_build_tprol

@ -0,0 +1,150 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017
!
! Salvatore Filippone Cranfield University, UK
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_c_map_to_tprol.f90
!
! Subroutine: mld_c_map_to_tprol
! Version: complex
!
! This routine uses a mapping from the row indices of the fine-level matrix
! to the row indices of the coarse-level matrix to build a tentative
! prolongator, i.e. a piecewise constant operator.
! This is later used to build the final operator; the code has been refactored here
! to be shared among all the methods that provide the tentative prolongator
! through a simple integer mapping.
!
! The aggregation algorithm is a parallel version of that described in
! * M. Brezina and P. Vanek, A black-box iterative solver based on a
! two-level Schwarz method, Computing, 63 (1999), 233-263.
! * P. Vanek, J. Mandel and M. Brezina, Algebraic Multigrid by Smoothed
! Aggregation for Second and Fourth Order Elliptic Problems, Computing, 56
! (1996), 179-196.
! For more details see
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of
! PSBLAS-based parallel two-level Schwarz preconditioners, Appl. Num. Math.
! 57 (2007), 1181-1196.
!
!
! Arguments:
! aggr_type - integer, input.
! The scalar used to identify the aggregation algorithm.
! theta - real, input.
! The aggregation threshold used in the aggregation algorithm.
! a - type(psb_cspmat_type), input.
! The sparse matrix structure containing the local part of
! the fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of the fine-level matrix.
! ilaggr - integer, dimension(:), allocatable.
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable.
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_cspmat_type).
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_c_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_c_inner_mod, mld_protect_name => mld_c_map_to_tprol
implicit none
! Arguments
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(inout) :: ilaggr(:),nlaggr(:)
type(psb_cspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
integer(psb_ipk_) :: icnt,nlp,k,n,ia,isz,nr, naggr,i,j,m,naggrm1, naggrp1, ntaggr
type(psb_c_coo_sparse_mat) :: tmpcoo
integer(psb_ipk_) :: debug_level, debug_unit,err_act
integer(psb_ipk_) :: ictxt,np,me
integer(psb_ipk_) :: nrow, ncol, n_ne
character(len=20) :: name, ch_err
if(psb_get_errstatus() /= 0) return
info=psb_success_
name = 'mld_map_to_tprol'
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
!
ictxt=desc_a%get_context()
call psb_info(ictxt,me,np)
nrow = desc_a%get_local_rows()
ncol = desc_a%get_local_cols()
naggr = nlaggr(me+1)
ntaggr = sum(nlaggr)
naggrm1 = sum(nlaggr(1:me))
naggrp1 = sum(nlaggr(1:me+1))
ilaggr(1:nrow) = ilaggr(1:nrow) + naggrm1
call psb_halo(ilaggr,desc_a,info)
if (info /= psb_success_) then
call psb_errpush(psb_err_from_subroutine_,name,a_err='psb_halo')
goto 9999
end if
call tmpcoo%allocate(ncol,ntaggr,ncol)
do i=1,ncol
tmpcoo%val(i) = cone
tmpcoo%ia(i) = i
tmpcoo%ja(i) = ilaggr(i)
end do
call tmpcoo%set_nzeros(ncol)
call tmpcoo%set_dupl(psb_dupl_add_)
call tmpcoo%set_sorted() ! At this point this is in row-major
call op_prol%mv_from(tmpcoo)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_c_map_to_tprol

@ -0,0 +1,141 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_c_symdec_aggregator_tprol.f90
!
! Subroutine: mld_c_symdec_aggregator_tprol
! Version: complex
!
!
! This routine is mainly an interface to dec_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
!
! Arguments:
! p - type(mld_c_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_cspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_cspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_c_symdec_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_c_symdec_aggregator_mod, mld_protect_name => mld_c_symdec_aggregator_build_tprol
use mld_c_inner_mod
implicit none
class(mld_c_symdec_aggregator_type), target, intent(inout) :: ag
type(mld_sml_parms), intent(inout) :: parms
type(psb_cspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_cspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
type(psb_cspmat_type) :: atmp, atrans
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr, nr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_c_symdec_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%ml_type,'Multilevel type',&
& mld_mult_ml_,is_legal_ml_type)
call mld_check_def(parms%aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_aggr_alg)
call mld_check_def(parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',szero,is_legal_s_aggr_thrs)
nr = a%get_nrows()
call a%csclip(atmp,info,imax=nr,jmax=nr,&
& rscale=.false.,cscale=.false.)
call atmp%set_nrows(nr)
call atmp%set_ncols(nr)
if (info == psb_success_) call atmp%transp(atrans)
if (info == psb_success_) call atrans%cscnv(info,type='COO')
if (info == psb_success_) call psb_rwextd(nr,atmp,info,b=atrans,rowscale=.false.)
call atmp%set_nrows(nr)
call atmp%set_ncols(nr)
if (info == psb_success_) call atrans%free()
if (info == psb_success_) call atmp%cscnv(info,type='CSR')
if (info == psb_success_) &
& call mld_dec_map_bld(parms%aggr_ord,parms%aggr_thresh,atmp,desc_a,nlaggr,ilaggr,info)
if (info == psb_success_) call atmp%free()
if (info == psb_success_) call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_c_symdec_aggregator_build_tprol

@ -0,0 +1,225 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_d_base_aggregator_mat_asb.f90
!
! Subroutine: mld_d_base_aggregator_mat_asb
! Version: real
!
! This routine builds the matrix associated to the current level of the
! multilevel preconditioner from the matrix associated to the previous level,
! by using the user-specified aggregation technique (therefore, it also builds the
! prolongation and restriction operators mapping the current level to the
! previous one and vice versa).
! The current level is regarded as the coarse one, while the previous as
! the fine one. This is in agreement with the fact that the routine is called,
! by mld_mlprec_bld, only on levels >=2.
! The coarse-level matrix A_C is built from a fine-level matrix A
! by using the Galerkin approach, i.e.
!
! A_C = P_C^T A P_C,
!
! where P_C is a prolongator from the coarse level to the fine one.
!
! A mapping from the nodes of the adjacency graph of A to the nodes of the
! adjacency graph of A_C has been computed by the mld_aggrmap_bld subroutine.
! The prolongator P_C is built here from this mapping, according to the
! value of p%iprcparm(mld_aggr_kind_), specified by the user through
! mld_dprecinit and mld_zprecset.
! On output from this routine the entries of AC, op_prol, op_restr
! are still in "global numbering" mode; this is fixed in the calling routine
! mld_d_lev_aggrmat_asb.
!
! Currently four different prolongators are implemented, corresponding to
! four aggregation algorithms:
! 1. un-smoothed aggregation,
! 2. smoothed aggregation,
! 3. "bizarre" aggregation.
! 4. minimum energy
! 1. The non-smoothed aggregation uses as prolongator the piecewise constant
! interpolation operator corresponding to the fine-to-coarse level mapping built
! by p%aggr%bld_tprol. This is called tentative prolongator.
! 2. The smoothed aggregation uses as prolongator the operator obtained by applying
! a damped Jacobi smoother to the tentative prolongator.
! 3. The "bizarre" aggregation uses a prolongator proposed by the authors of MLD2P4.
! This prolongator still requires a deep analysis and testing and its use is
! not recommended.
! 4. Minimum energy aggregation
!
! For more details see
! M. Brezina and P. Vanek, A black-box iterative solver based on a two-level
! Schwarz method, Computing, 63 (1999), 233-263.
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of PSBLAS-based
! parallel two-level Schwarz preconditioners, Appl. Num. Math., 57 (2007),
! 1181-1196.
! M. Sala, R. Tuminaro: A new Petrov-Galerkin smoothed aggregation preconditioner
! for nonsymmetric linear systems, SIAM J. Sci. Comput., 31(1):143-166 (2008)
!
!
! The main structure is:
! 1. Perform sanity checks;
! 2. Compute prolongator/restrictor/AC
!
!
! Arguments:
! ag - type(mld_d_base_aggregator_type), input/output.
! The aggregator object
! parms - type(mld_dml_parms), input
! The aggregation parameters
! a - type(psb_dspmat_type), input.
! The sparse matrix structure containing the local part of
! the fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of the fine-level matrix.
! The 'one-level' data structure that will contain the local
! part of the matrix to be built as well as the information
! concerning the prolongator and its transpose.
! ilaggr - integer, dimension(:), input
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that the indices
! are assumed to be shifted so as to make sure the ranges on
! the various processes do not overlap.
! nlaggr - integer, dimension(:) input
! nlaggr(i) contains the aggregates held by process i.
! ac - type(psb_dspmat_type), output
! The coarse matrix on output
!
! op_prol - type(psb_dspmat_type), input/output
! The tentative prolongator on input, the computed prolongator on output
!
! op_restr - type(psb_dspmat_type), output
! The restrictor operator; normally, it is the transpose of the prolongator.
!
! info - integer, output.
! Error code.
!
subroutine mld_d_base_aggregator_mat_asb(ag,parms,a,desc_a,ilaggr,nlaggr,ac,op_prol,op_restr,info)
use psb_base_mod
use mld_d_inner_mod, mld_protect_name => mld_d_base_aggregator_mat_asb
implicit none
class(mld_d_base_aggregator_type), target, intent(inout) :: ag
type(mld_dml_parms), intent(inout) :: parms
type(psb_dspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), intent(inout) :: ilaggr(:), nlaggr(:)
type(psb_dspmat_type), intent(inout) :: op_prol
type(psb_dspmat_type), intent(out) :: ac,op_restr
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
type(psb_d_coo_sparse_mat) :: acoo, bcoo
type(psb_d_csr_sparse_mat) :: acsr1
integer(psb_ipk_) :: nzl,ntaggr
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_d_base_aggregator_mat_asb'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%aggr_kind,'Smoother',&
& mld_smooth_prol_,is_legal_ml_aggr_kind)
call mld_check_def(parms%coarse_mat,'Coarse matrix',&
& mld_distr_mat_,is_legal_ml_coarse_mat)
call mld_check_def(parms%aggr_filter,'Use filtered matrix',&
& mld_no_filter_mat_,is_legal_aggr_filter)
call mld_check_def(parms%smoother_pos,'smooth_pos',&
& mld_pre_smooth_,is_legal_ml_smooth_pos)
call mld_check_def(parms%aggr_omega_alg,'Omega Alg.',&
& mld_eig_est_,is_legal_ml_aggr_omega_alg)
call mld_check_def(parms%aggr_eig,'Eigenvalue estimate',&
& mld_max_norm_,is_legal_ml_aggr_eig)
call mld_check_def(parms%aggr_omega_val,'Omega',dzero,is_legal_d_omega)
!
! Build the coarse-level matrix from the fine-level one, starting from
! the mapping defined by mld_aggrmap_bld and applying the aggregation
! algorithm specified by p%iprcparm(mld_aggr_kind_)
!
select case (parms%aggr_kind)
case (mld_no_smooth_)
call mld_daggrmat_nosmth_asb(a,desc_a,ilaggr,nlaggr,&
& parms,ac,op_prol,op_restr,info)
case(mld_smooth_prol_)
call mld_daggrmat_smth_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case(mld_biz_prol_)
call mld_daggrmat_biz_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case(mld_min_energy_)
call mld_daggrmat_minnrg_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case default
info = psb_err_internal_error_
call psb_errpush(info,name,a_err='Invalid aggr kind')
goto 9999
end select
if (info /= psb_success_) then
call psb_errpush(psb_err_from_subroutine_,name,a_err='Inner aggrmat asb')
goto 9999
end if
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_d_base_aggregator_mat_asb

@ -0,0 +1,124 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_d_base_aggregator_tprol.f90
!
! Subroutine: mld_d_base_aggregator_tprol
! Version: real
!
! This routine is mainly an interface to dec_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
! Arguments:
! p - type(mld_d_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_dspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_dspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_d_base_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
! use mld_d_base_aggregator_mod
use mld_d_inner_mod, mld_protect_name => mld_d_base_aggregator_build_tprol
implicit none
class(mld_d_base_aggregator_type), target, intent(inout) :: ag
type(mld_dml_parms), intent(inout) :: parms
type(psb_dspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_dspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_d_base_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%ml_type,'Multilevel type',&
& mld_mult_ml_,is_legal_ml_type)
call mld_check_def(parms%aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_aggr_alg)
call mld_check_def(parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',dzero,is_legal_d_aggr_thrs)
call mld_dec_map_bld(parms%aggr_ord,parms%aggr_thresh,a,desc_a,nlaggr,ilaggr,info)
call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_d_base_aggregator_build_tprol

@ -0,0 +1,328 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
!
! File: mld_d_hyb_map__bld.f90
!
! Subroutine: mld_d_hyb_map_bld
! Version: real
!
! This routine builds the tentative prolongator based on the
! decoupled aggregation algorithm presented in
!
! M. Brezina and P. Vanek, A black-box iterative solver based on a
! two-level Schwarz method, Computing, 63 (1999), 233-263.
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of
! PSBLAS-based parallel two-level Schwarz preconditioners, Appl. Num. Math.
! 57 (2007), 1181-1196.
!
! Note: upon exit
!
! Arguments:
! a - type(psb_dspmat_type).
! The sparse matrix structure containing the local part of the
! matrix to be preconditioned.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! p - type(mld_dprec_type), input/output.
! The preconditioner data structure; upon exit it contains
! the multilevel hierarchy of prolongators, restrictors
! and coarse matrices.
! info - integer, output.
! Error code.
!
!
!
subroutine mld_d_hyb_map_bld(iorder,theta,a,desc_a,nlaggr,ilaggr,info)
use psb_base_mod
use mld_d_inner_mod, mld_protect_name => mld_d_hyb_map_bld
implicit none
! Arguments
integer(psb_ipk_), intent(in) :: iorder
type(psb_dspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
real(psb_dpk_), intent(in) :: theta
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
integer(psb_ipk_), intent(out) :: info
! Local variables
integer(psb_ipk_), allocatable :: ils(:), neigh(:), irow(:), icol(:),&
& ideg(:), idxs(:), tmpaggr(:)
real(psb_dpk_), allocatable :: val(:), diag(:)
integer(psb_ipk_) :: icnt,nlp,k,n,ia,isz,nr, naggr,i,j,m, nz, ilg, ii, ip, ip1,nzcnt
type(psb_d_csr_sparse_mat) :: acsr, muij, s_neigh
type(psb_d_coo_sparse_mat) :: s_neigh_coo
real(psb_dpk_) :: cpling, tcl
logical :: disjoint
integer(psb_ipk_) :: debug_level, debug_unit,err_act
integer(psb_ipk_) :: ictxt,np,me
integer(psb_ipk_) :: nrow, ncol, n_ne
character(len=20) :: name, ch_err
if (psb_get_errstatus() /= 0) return
info=psb_success_
name = 'mld_hyb_map_bld'
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
!
ictxt=desc_a%get_context()
call psb_info(ictxt,me,np)
nrow = desc_a%get_local_rows()
ncol = desc_a%get_local_cols()
nr = a%get_nrows()
allocate(ilaggr(nr),neigh(nr),ideg(nr),idxs(nr),icol(nr),stat=info)
if(info /= psb_success_) then
info=psb_err_alloc_request_
call psb_errpush(info,name,i_err=(/2*nr,izero,izero,izero,izero/),&
& a_err='integer')
goto 9999
end if
diag = a%get_diag(info)
if(info /= psb_success_) then
info=psb_err_from_subroutine_
call psb_errpush(info,name,a_err='psb_sp_getdiag')
goto 9999
end if
!
! Phase zero: compute muij
!
call a%cp_to(muij)
do i=1, nr
do k=muij%irp(i),muij%irp(i+1)-1
j = muij%ja(k)
muij%val(k) = abs(muij%val(k))/sqrt(abs(diag(i)*diag(j)))
end do
end do
!write(*,*) 'murows/cols ',maxval(mu_rows),maxval(mu_cols)
!
! Compute the 1-neigbour; mark strong links with +1, weak links with -1
!
call s_neigh_coo%allocate(nr,nr,muij%get_nzeros())
ip = 0
do i=1, nr
do k=muij%irp(i),muij%irp(i+1)-1
j = muij%ja(k)
ip = ip + 1
s_neigh_coo%ia(ip) = i
s_neigh_coo%ja(ip) = j
if (real(muij%val(k)) >= theta) then
s_neigh_coo%val(ip) = done
else
s_neigh_coo%val(ip) = -done
end if
end do
end do
!write(*,*) 'S_NEIGH: ',nr,ip
call s_neigh_coo%set_nzeros(ip)
call s_neigh%mv_from_coo(s_neigh_coo,info)
if (iorder == mld_aggr_ord_nat_) then
do i=1, nr
ilaggr(i) = -(nr+1)
idxs(i) = i
end do
else
do i=1, nr
ilaggr(i) = -(nr+1)
ideg(i) = muij%irp(i+1) - muij%irp(i)
end do
call psb_msort(ideg,ix=idxs,dir=psb_sort_down_)
end if
!
! Phase one: Start with disjoint groups.
!
naggr = 0
icnt = 0
step1: do ii=1, nr
i = idxs(ii)
if (ilaggr(i) == -(nr+1)) then
!
! Get the 1-neighbourhood of I
!
ip1 = s_neigh%irp(i)
nz = s_neigh%irp(i+1)-ip1
!
! If the neighbourhood only contains I, skip it
!
if (nz ==0) then
ilaggr(i) = 0
cycle step1
end if
if ((nz==1).and.(s_neigh%ja(ip1)==i)) then
ilaggr(i) = 0
cycle step1
end if
!
! If the whole strongly coupled neighborhood of I is
! as yet unconnected, turn it into the next aggregate.
!
nzcnt = count(real(s_neigh%val(ip1:ip1+nz-1)) > 0)
icol(1:nzcnt) = pack(s_neigh%ja(ip1:ip1+nz-1),(real(s_neigh%val(ip1:ip1+nz-1)) > 0))
disjoint = all(ilaggr(icol(1:nzcnt)) == -(nr+1))
if (disjoint) then
icnt = icnt + 1
naggr = naggr + 1
do k=1, nzcnt
ilaggr(icol(k)) = naggr
end do
ilaggr(i) = naggr
end if
endif
enddo step1
if (debug_level >= psb_debug_outer_) then
write(debug_unit,*) me,' ',trim(name),&
& ' Check 1:',count(ilaggr == -(nr+1))
end if
!
! Phase two: join the neighbours
!
tmpaggr = ilaggr
step2: do ii=1,nr
i = idxs(ii)
if (ilaggr(i) == -(nr+1)) then
!
! Find the most strongly connected neighbour that is
! already aggregated, if any, and join its aggregate
!
cpling = dzero
ip = 0
do k=s_neigh%irp(i), s_neigh%irp(i+1)-1
j = s_neigh%ja(k)
if ((1<=j).and.(j<=nr)) then
if ( (tmpaggr(j) > 0).and. (real(muij%val(k)) > cpling)&
& .and.(real(s_neigh%val(k))>0)) then
ip = k
cpling = muij%val(k)
end if
end if
enddo
if (ip > 0) then
ilaggr(i) = ilaggr(s_neigh%ja(ip))
end if
end if
end do step2
!
! Phase three: sweep over leftovers, if any
!
step3: do ii=1,nr
i = idxs(ii)
if (ilaggr(i) < 0) then
!
! Find its strongly connected neighbourhood not
! already aggregated, and make it into a new aggregate.
!
ip = 0
do k=s_neigh%irp(i), s_neigh%irp(i+1)-1
j = s_neigh%ja(k)
if ((1<=j).and.(j<=nr)) then
if (ilaggr(j) < 0) then
ip = ip + 1
icol(ip) = j
end if
end if
enddo
if (ip > 0) then
icnt = icnt + 1
naggr = naggr + 1
ilaggr(i) = naggr
do k=1, ip
ilaggr(icol(k)) = naggr
end do
end if
end if
end do step3
if (count(ilaggr<0) >0) then
info=psb_err_internal_error_
call psb_errpush(info,name,a_err='Fatal error: some leftovers')
goto 9999
endif
if (naggr > ncol) then
write(0,*) name,'Error : naggr > ncol',naggr,ncol
info=psb_err_internal_error_
call psb_errpush(info,name,a_err='Fatal error: naggr>ncol')
goto 9999
end if
call psb_realloc(ncol,ilaggr,info)
if (info /= psb_success_) then
info=psb_err_from_subroutine_
ch_err='psb_realloc'
call psb_errpush(info,name,a_err=ch_err)
goto 9999
end if
allocate(nlaggr(np),stat=info)
if (info /= psb_success_) then
info=psb_err_alloc_request_
call psb_errpush(info,name,i_err=(/np,izero,izero,izero,izero/),&
& a_err='integer')
goto 9999
end if
nlaggr(:) = 0
nlaggr(me+1) = naggr
call psb_sum(ictxt,nlaggr(1:np))
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_d_hyb_map_bld

@ -0,0 +1,122 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017
!
! Salvatore Filippone Cranfield University, UK
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_d_hybrid_aggregator_tprol.f90
!
! Subroutine: mld_d_hybrid_aggregator_tprol
! Version: real
!
!
! This routine is mainly an interface to hyb_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
! Arguments:
! p - type(mld_d_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_dspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_dspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_d_hybrid_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_d_hybrid_aggregator_mod, mld_protect_name => mld_d_hybrid_aggregator_build_tprol
use mld_d_inner_mod
implicit none
class(mld_d_hybrid_aggregator_type), target, intent(inout) :: ag
type(mld_dml_parms), intent(inout) :: parms
type(psb_dspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_dspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_d_hybrid_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(p%parms%ml_cycle,'Multilevel cycle',&
& mld_mult_ml_,is_legal_ml_cycle)
call mld_check_def(p%parms%par_aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_par_aggr_alg)
call mld_check_def(p%parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',dzero,is_legal_d_aggr_thrs)
call mld_hyb_map_bld(parms%aggr_ord,parms%aggr_thresh,a,desc_a,nlaggr,ilaggr,info)
call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_d_hybrid_aggregator_build_tprol

@ -0,0 +1,150 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017
!
! Salvatore Filippone Cranfield University, UK
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_d_map_to_tprol.f90
!
! Subroutine: mld_d_map_to_tprol
! Version: real
!
! This routine uses a mapping from the row indices of the fine-level matrix
! to the row indices of the coarse-level matrix to build a tentative
! prolongator, i.e. a piecewise constant operator.
! This is later used to build the final operator; the code has been refactored here
! to be shared among all the methods that provide the tentative prolongator
! through a simple integer mapping.
!
! The aggregation algorithm is a parallel version of that described in
! * M. Brezina and P. Vanek, A black-box iterative solver based on a
! two-level Schwarz method, Computing, 63 (1999), 233-263.
! * P. Vanek, J. Mandel and M. Brezina, Algebraic Multigrid by Smoothed
! Aggregation for Second and Fourth Order Elliptic Problems, Computing, 56
! (1996), 179-196.
! For more details see
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of
! PSBLAS-based parallel two-level Schwarz preconditioners, Appl. Num. Math.
! 57 (2007), 1181-1196.
!
!
! Arguments:
! aggr_type - integer, input.
! The scalar used to identify the aggregation algorithm.
! theta - real, input.
! The aggregation threshold used in the aggregation algorithm.
! a - type(psb_dspmat_type), input.
! The sparse matrix structure containing the local part of
! the fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of the fine-level matrix.
! ilaggr - integer, dimension(:), allocatable.
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable.
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_dspmat_type).
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_d_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_d_inner_mod, mld_protect_name => mld_d_map_to_tprol
implicit none
! Arguments
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(inout) :: ilaggr(:),nlaggr(:)
type(psb_dspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
integer(psb_ipk_) :: icnt,nlp,k,n,ia,isz,nr, naggr,i,j,m,naggrm1, naggrp1, ntaggr
type(psb_d_coo_sparse_mat) :: tmpcoo
integer(psb_ipk_) :: debug_level, debug_unit,err_act
integer(psb_ipk_) :: ictxt,np,me
integer(psb_ipk_) :: nrow, ncol, n_ne
character(len=20) :: name, ch_err
if(psb_get_errstatus() /= 0) return
info=psb_success_
name = 'mld_map_to_tprol'
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
!
ictxt=desc_a%get_context()
call psb_info(ictxt,me,np)
nrow = desc_a%get_local_rows()
ncol = desc_a%get_local_cols()
naggr = nlaggr(me+1)
ntaggr = sum(nlaggr)
naggrm1 = sum(nlaggr(1:me))
naggrp1 = sum(nlaggr(1:me+1))
ilaggr(1:nrow) = ilaggr(1:nrow) + naggrm1
call psb_halo(ilaggr,desc_a,info)
if (info /= psb_success_) then
call psb_errpush(psb_err_from_subroutine_,name,a_err='psb_halo')
goto 9999
end if
call tmpcoo%allocate(ncol,ntaggr,ncol)
do i=1,ncol
tmpcoo%val(i) = done
tmpcoo%ia(i) = i
tmpcoo%ja(i) = ilaggr(i)
end do
call tmpcoo%set_nzeros(ncol)
call tmpcoo%set_dupl(psb_dupl_add_)
call tmpcoo%set_sorted() ! At this point this is in row-major
call op_prol%mv_from(tmpcoo)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_d_map_to_tprol

@ -0,0 +1,141 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_d_symdec_aggregator_tprol.f90
!
! Subroutine: mld_d_symdec_aggregator_tprol
! Version: real
!
!
! This routine is mainly an interface to dec_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
!
! Arguments:
! p - type(mld_d_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_dspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_dspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_d_symdec_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_d_symdec_aggregator_mod, mld_protect_name => mld_d_symdec_aggregator_build_tprol
use mld_d_inner_mod
implicit none
class(mld_d_symdec_aggregator_type), target, intent(inout) :: ag
type(mld_dml_parms), intent(inout) :: parms
type(psb_dspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_dspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
type(psb_dspmat_type) :: atmp, atrans
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr, nr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_d_symdec_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%ml_type,'Multilevel type',&
& mld_mult_ml_,is_legal_ml_type)
call mld_check_def(parms%aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_aggr_alg)
call mld_check_def(parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',dzero,is_legal_d_aggr_thrs)
nr = a%get_nrows()
call a%csclip(atmp,info,imax=nr,jmax=nr,&
& rscale=.false.,cscale=.false.)
call atmp%set_nrows(nr)
call atmp%set_ncols(nr)
if (info == psb_success_) call atmp%transp(atrans)
if (info == psb_success_) call atrans%cscnv(info,type='COO')
if (info == psb_success_) call psb_rwextd(nr,atmp,info,b=atrans,rowscale=.false.)
call atmp%set_nrows(nr)
call atmp%set_ncols(nr)
if (info == psb_success_) call atrans%free()
if (info == psb_success_) call atmp%cscnv(info,type='CSR')
if (info == psb_success_) &
& call mld_dec_map_bld(parms%aggr_ord,parms%aggr_thresh,atmp,desc_a,nlaggr,ilaggr,info)
if (info == psb_success_) call atmp%free()
if (info == psb_success_) call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_d_symdec_aggregator_build_tprol

@ -0,0 +1,225 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_s_base_aggregator_mat_asb.f90
!
! Subroutine: mld_s_base_aggregator_mat_asb
! Version: real
!
! This routine builds the matrix associated to the current level of the
! multilevel preconditioner from the matrix associated to the previous level,
! by using the user-specified aggregation technique (therefore, it also builds the
! prolongation and restriction operators mapping the current level to the
! previous one and vice versa).
! The current level is regarded as the coarse one, while the previous as
! the fine one. This is in agreement with the fact that the routine is called,
! by mld_mlprec_bld, only on levels >=2.
! The coarse-level matrix A_C is built from a fine-level matrix A
! by using the Galerkin approach, i.e.
!
! A_C = P_C^T A P_C,
!
! where P_C is a prolongator from the coarse level to the fine one.
!
! A mapping from the nodes of the adjacency graph of A to the nodes of the
! adjacency graph of A_C has been computed by the mld_aggrmap_bld subroutine.
! The prolongator P_C is built here from this mapping, according to the
! value of p%iprcparm(mld_aggr_kind_), specified by the user through
! mld_sprecinit and mld_zprecset.
! On output from this routine the entries of AC, op_prol, op_restr
! are still in "global numbering" mode; this is fixed in the calling routine
! mld_s_lev_aggrmat_asb.
!
! Currently four different prolongators are implemented, corresponding to
! four aggregation algorithms:
! 1. un-smoothed aggregation,
! 2. smoothed aggregation,
! 3. "bizarre" aggregation.
! 4. minimum energy
! 1. The non-smoothed aggregation uses as prolongator the piecewise constant
! interpolation operator corresponding to the fine-to-coarse level mapping built
! by p%aggr%bld_tprol. This is called tentative prolongator.
! 2. The smoothed aggregation uses as prolongator the operator obtained by applying
! a damped Jacobi smoother to the tentative prolongator.
! 3. The "bizarre" aggregation uses a prolongator proposed by the authors of MLD2P4.
! This prolongator still requires a deep analysis and testing and its use is
! not recommended.
! 4. Minimum energy aggregation
!
! For more details see
! M. Brezina and P. Vanek, A black-box iterative solver based on a two-level
! Schwarz method, Computing, 63 (1999), 233-263.
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of PSBLAS-based
! parallel two-level Schwarz preconditioners, Appl. Num. Math., 57 (2007),
! 1181-1196.
! M. Sala, R. Tuminaro: A new Petrov-Galerkin smoothed aggregation preconditioner
! for nonsymmetric linear systems, SIAM J. Sci. Comput., 31(1):143-166 (2008)
!
!
! The main structure is:
! 1. Perform sanity checks;
! 2. Compute prolongator/restrictor/AC
!
!
! Arguments:
! ag - type(mld_s_base_aggregator_type), input/output.
! The aggregator object
! parms - type(mld_sml_parms), input
! The aggregation parameters
! a - type(psb_sspmat_type), input.
! The sparse matrix structure containing the local part of
! the fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of the fine-level matrix.
! The 'one-level' data structure that will contain the local
! part of the matrix to be built as well as the information
! concerning the prolongator and its transpose.
! ilaggr - integer, dimension(:), input
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that the indices
! are assumed to be shifted so as to make sure the ranges on
! the various processes do not overlap.
! nlaggr - integer, dimension(:) input
! nlaggr(i) contains the aggregates held by process i.
! ac - type(psb_sspmat_type), output
! The coarse matrix on output
!
! op_prol - type(psb_sspmat_type), input/output
! The tentative prolongator on input, the computed prolongator on output
!
! op_restr - type(psb_sspmat_type), output
! The restrictor operator; normally, it is the transpose of the prolongator.
!
! info - integer, output.
! Error code.
!
subroutine mld_s_base_aggregator_mat_asb(ag,parms,a,desc_a,ilaggr,nlaggr,ac,op_prol,op_restr,info)
use psb_base_mod
use mld_s_inner_mod, mld_protect_name => mld_s_base_aggregator_mat_asb
implicit none
class(mld_s_base_aggregator_type), target, intent(inout) :: ag
type(mld_sml_parms), intent(inout) :: parms
type(psb_sspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), intent(inout) :: ilaggr(:), nlaggr(:)
type(psb_sspmat_type), intent(inout) :: op_prol
type(psb_sspmat_type), intent(out) :: ac,op_restr
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
type(psb_s_coo_sparse_mat) :: acoo, bcoo
type(psb_s_csr_sparse_mat) :: acsr1
integer(psb_ipk_) :: nzl,ntaggr
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_s_base_aggregator_mat_asb'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%aggr_kind,'Smoother',&
& mld_smooth_prol_,is_legal_ml_aggr_kind)
call mld_check_def(parms%coarse_mat,'Coarse matrix',&
& mld_distr_mat_,is_legal_ml_coarse_mat)
call mld_check_def(parms%aggr_filter,'Use filtered matrix',&
& mld_no_filter_mat_,is_legal_aggr_filter)
call mld_check_def(parms%smoother_pos,'smooth_pos',&
& mld_pre_smooth_,is_legal_ml_smooth_pos)
call mld_check_def(parms%aggr_omega_alg,'Omega Alg.',&
& mld_eig_est_,is_legal_ml_aggr_omega_alg)
call mld_check_def(parms%aggr_eig,'Eigenvalue estimate',&
& mld_max_norm_,is_legal_ml_aggr_eig)
call mld_check_def(parms%aggr_omega_val,'Omega',szero,is_legal_s_omega)
!
! Build the coarse-level matrix from the fine-level one, starting from
! the mapping defined by mld_aggrmap_bld and applying the aggregation
! algorithm specified by p%iprcparm(mld_aggr_kind_)
!
select case (parms%aggr_kind)
case (mld_no_smooth_)
call mld_saggrmat_nosmth_asb(a,desc_a,ilaggr,nlaggr,&
& parms,ac,op_prol,op_restr,info)
case(mld_smooth_prol_)
call mld_saggrmat_smth_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case(mld_biz_prol_)
call mld_saggrmat_biz_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case(mld_min_energy_)
call mld_saggrmat_minnrg_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case default
info = psb_err_internal_error_
call psb_errpush(info,name,a_err='Invalid aggr kind')
goto 9999
end select
if (info /= psb_success_) then
call psb_errpush(psb_err_from_subroutine_,name,a_err='Inner aggrmat asb')
goto 9999
end if
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_s_base_aggregator_mat_asb

@ -0,0 +1,124 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_s_base_aggregator_tprol.f90
!
! Subroutine: mld_s_base_aggregator_tprol
! Version: real
!
! This routine is mainly an interface to dec_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
! Arguments:
! p - type(mld_s_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_sspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_sspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_s_base_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
! use mld_s_base_aggregator_mod
use mld_s_inner_mod, mld_protect_name => mld_s_base_aggregator_build_tprol
implicit none
class(mld_s_base_aggregator_type), target, intent(inout) :: ag
type(mld_sml_parms), intent(inout) :: parms
type(psb_sspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_sspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_s_base_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%ml_type,'Multilevel type',&
& mld_mult_ml_,is_legal_ml_type)
call mld_check_def(parms%aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_aggr_alg)
call mld_check_def(parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',szero,is_legal_s_aggr_thrs)
call mld_dec_map_bld(parms%aggr_ord,parms%aggr_thresh,a,desc_a,nlaggr,ilaggr,info)
call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_s_base_aggregator_build_tprol

@ -0,0 +1,328 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
!
! File: mld_s_hyb_map__bld.f90
!
! Subroutine: mld_s_hyb_map_bld
! Version: real
!
! This routine builds the tentative prolongator based on the
! decoupled aggregation algorithm presented in
!
! M. Brezina and P. Vanek, A black-box iterative solver based on a
! two-level Schwarz method, Computing, 63 (1999), 233-263.
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of
! PSBLAS-based parallel two-level Schwarz preconditioners, Appl. Num. Math.
! 57 (2007), 1181-1196.
!
! Note: upon exit
!
! Arguments:
! a - type(psb_sspmat_type).
! The sparse matrix structure containing the local part of the
! matrix to be preconditioned.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! p - type(mld_sprec_type), input/output.
! The preconditioner data structure; upon exit it contains
! the multilevel hierarchy of prolongators, restrictors
! and coarse matrices.
! info - integer, output.
! Error code.
!
!
!
subroutine mld_s_hyb_map_bld(iorder,theta,a,desc_a,nlaggr,ilaggr,info)
use psb_base_mod
use mld_s_inner_mod, mld_protect_name => mld_s_hyb_map_bld
implicit none
! Arguments
integer(psb_ipk_), intent(in) :: iorder
type(psb_sspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
real(psb_spk_), intent(in) :: theta
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
integer(psb_ipk_), intent(out) :: info
! Local variables
integer(psb_ipk_), allocatable :: ils(:), neigh(:), irow(:), icol(:),&
& ideg(:), idxs(:), tmpaggr(:)
real(psb_spk_), allocatable :: val(:), diag(:)
integer(psb_ipk_) :: icnt,nlp,k,n,ia,isz,nr, naggr,i,j,m, nz, ilg, ii, ip, ip1,nzcnt
type(psb_s_csr_sparse_mat) :: acsr, muij, s_neigh
type(psb_s_coo_sparse_mat) :: s_neigh_coo
real(psb_spk_) :: cpling, tcl
logical :: disjoint
integer(psb_ipk_) :: debug_level, debug_unit,err_act
integer(psb_ipk_) :: ictxt,np,me
integer(psb_ipk_) :: nrow, ncol, n_ne
character(len=20) :: name, ch_err
if (psb_get_errstatus() /= 0) return
info=psb_success_
name = 'mld_hyb_map_bld'
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
!
ictxt=desc_a%get_context()
call psb_info(ictxt,me,np)
nrow = desc_a%get_local_rows()
ncol = desc_a%get_local_cols()
nr = a%get_nrows()
allocate(ilaggr(nr),neigh(nr),ideg(nr),idxs(nr),icol(nr),stat=info)
if(info /= psb_success_) then
info=psb_err_alloc_request_
call psb_errpush(info,name,i_err=(/2*nr,izero,izero,izero,izero/),&
& a_err='integer')
goto 9999
end if
diag = a%get_diag(info)
if(info /= psb_success_) then
info=psb_err_from_subroutine_
call psb_errpush(info,name,a_err='psb_sp_getdiag')
goto 9999
end if
!
! Phase zero: compute muij
!
call a%cp_to(muij)
do i=1, nr
do k=muij%irp(i),muij%irp(i+1)-1
j = muij%ja(k)
muij%val(k) = abs(muij%val(k))/sqrt(abs(diag(i)*diag(j)))
end do
end do
!write(*,*) 'murows/cols ',maxval(mu_rows),maxval(mu_cols)
!
! Compute the 1-neigbour; mark strong links with +1, weak links with -1
!
call s_neigh_coo%allocate(nr,nr,muij%get_nzeros())
ip = 0
do i=1, nr
do k=muij%irp(i),muij%irp(i+1)-1
j = muij%ja(k)
ip = ip + 1
s_neigh_coo%ia(ip) = i
s_neigh_coo%ja(ip) = j
if (real(muij%val(k)) >= theta) then
s_neigh_coo%val(ip) = sone
else
s_neigh_coo%val(ip) = -sone
end if
end do
end do
!write(*,*) 'S_NEIGH: ',nr,ip
call s_neigh_coo%set_nzeros(ip)
call s_neigh%mv_from_coo(s_neigh_coo,info)
if (iorder == mld_aggr_ord_nat_) then
do i=1, nr
ilaggr(i) = -(nr+1)
idxs(i) = i
end do
else
do i=1, nr
ilaggr(i) = -(nr+1)
ideg(i) = muij%irp(i+1) - muij%irp(i)
end do
call psb_msort(ideg,ix=idxs,dir=psb_sort_down_)
end if
!
! Phase one: Start with disjoint groups.
!
naggr = 0
icnt = 0
step1: do ii=1, nr
i = idxs(ii)
if (ilaggr(i) == -(nr+1)) then
!
! Get the 1-neighbourhood of I
!
ip1 = s_neigh%irp(i)
nz = s_neigh%irp(i+1)-ip1
!
! If the neighbourhood only contains I, skip it
!
if (nz ==0) then
ilaggr(i) = 0
cycle step1
end if
if ((nz==1).and.(s_neigh%ja(ip1)==i)) then
ilaggr(i) = 0
cycle step1
end if
!
! If the whole strongly coupled neighborhood of I is
! as yet unconnected, turn it into the next aggregate.
!
nzcnt = count(real(s_neigh%val(ip1:ip1+nz-1)) > 0)
icol(1:nzcnt) = pack(s_neigh%ja(ip1:ip1+nz-1),(real(s_neigh%val(ip1:ip1+nz-1)) > 0))
disjoint = all(ilaggr(icol(1:nzcnt)) == -(nr+1))
if (disjoint) then
icnt = icnt + 1
naggr = naggr + 1
do k=1, nzcnt
ilaggr(icol(k)) = naggr
end do
ilaggr(i) = naggr
end if
endif
enddo step1
if (debug_level >= psb_debug_outer_) then
write(debug_unit,*) me,' ',trim(name),&
& ' Check 1:',count(ilaggr == -(nr+1))
end if
!
! Phase two: join the neighbours
!
tmpaggr = ilaggr
step2: do ii=1,nr
i = idxs(ii)
if (ilaggr(i) == -(nr+1)) then
!
! Find the most strongly connected neighbour that is
! already aggregated, if any, and join its aggregate
!
cpling = szero
ip = 0
do k=s_neigh%irp(i), s_neigh%irp(i+1)-1
j = s_neigh%ja(k)
if ((1<=j).and.(j<=nr)) then
if ( (tmpaggr(j) > 0).and. (real(muij%val(k)) > cpling)&
& .and.(real(s_neigh%val(k))>0)) then
ip = k
cpling = muij%val(k)
end if
end if
enddo
if (ip > 0) then
ilaggr(i) = ilaggr(s_neigh%ja(ip))
end if
end if
end do step2
!
! Phase three: sweep over leftovers, if any
!
step3: do ii=1,nr
i = idxs(ii)
if (ilaggr(i) < 0) then
!
! Find its strongly connected neighbourhood not
! already aggregated, and make it into a new aggregate.
!
ip = 0
do k=s_neigh%irp(i), s_neigh%irp(i+1)-1
j = s_neigh%ja(k)
if ((1<=j).and.(j<=nr)) then
if (ilaggr(j) < 0) then
ip = ip + 1
icol(ip) = j
end if
end if
enddo
if (ip > 0) then
icnt = icnt + 1
naggr = naggr + 1
ilaggr(i) = naggr
do k=1, ip
ilaggr(icol(k)) = naggr
end do
end if
end if
end do step3
if (count(ilaggr<0) >0) then
info=psb_err_internal_error_
call psb_errpush(info,name,a_err='Fatal error: some leftovers')
goto 9999
endif
if (naggr > ncol) then
write(0,*) name,'Error : naggr > ncol',naggr,ncol
info=psb_err_internal_error_
call psb_errpush(info,name,a_err='Fatal error: naggr>ncol')
goto 9999
end if
call psb_realloc(ncol,ilaggr,info)
if (info /= psb_success_) then
info=psb_err_from_subroutine_
ch_err='psb_realloc'
call psb_errpush(info,name,a_err=ch_err)
goto 9999
end if
allocate(nlaggr(np),stat=info)
if (info /= psb_success_) then
info=psb_err_alloc_request_
call psb_errpush(info,name,i_err=(/np,izero,izero,izero,izero/),&
& a_err='integer')
goto 9999
end if
nlaggr(:) = 0
nlaggr(me+1) = naggr
call psb_sum(ictxt,nlaggr(1:np))
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_s_hyb_map_bld

@ -0,0 +1,122 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017
!
! Salvatore Filippone Cranfield University, UK
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_s_hybrid_aggregator_tprol.f90
!
! Subroutine: mld_s_hybrid_aggregator_tprol
! Version: real
!
!
! This routine is mainly an interface to hyb_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
! Arguments:
! p - type(mld_s_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_sspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_sspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_s_hybrid_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_s_hybrid_aggregator_mod, mld_protect_name => mld_s_hybrid_aggregator_build_tprol
use mld_s_inner_mod
implicit none
class(mld_s_hybrid_aggregator_type), target, intent(inout) :: ag
type(mld_sml_parms), intent(inout) :: parms
type(psb_sspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_sspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_s_hybrid_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(p%parms%ml_cycle,'Multilevel cycle',&
& mld_mult_ml_,is_legal_ml_cycle)
call mld_check_def(p%parms%par_aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_par_aggr_alg)
call mld_check_def(p%parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',szero,is_legal_s_aggr_thrs)
call mld_hyb_map_bld(parms%aggr_ord,parms%aggr_thresh,a,desc_a,nlaggr,ilaggr,info)
call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_s_hybrid_aggregator_build_tprol

@ -0,0 +1,150 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017
!
! Salvatore Filippone Cranfield University, UK
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_s_map_to_tprol.f90
!
! Subroutine: mld_s_map_to_tprol
! Version: real
!
! This routine uses a mapping from the row indices of the fine-level matrix
! to the row indices of the coarse-level matrix to build a tentative
! prolongator, i.e. a piecewise constant operator.
! This is later used to build the final operator; the code has been refactored here
! to be shared among all the methods that provide the tentative prolongator
! through a simple integer mapping.
!
! The aggregation algorithm is a parallel version of that described in
! * M. Brezina and P. Vanek, A black-box iterative solver based on a
! two-level Schwarz method, Computing, 63 (1999), 233-263.
! * P. Vanek, J. Mandel and M. Brezina, Algebraic Multigrid by Smoothed
! Aggregation for Second and Fourth Order Elliptic Problems, Computing, 56
! (1996), 179-196.
! For more details see
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of
! PSBLAS-based parallel two-level Schwarz preconditioners, Appl. Num. Math.
! 57 (2007), 1181-1196.
!
!
! Arguments:
! aggr_type - integer, input.
! The scalar used to identify the aggregation algorithm.
! theta - real, input.
! The aggregation threshold used in the aggregation algorithm.
! a - type(psb_sspmat_type), input.
! The sparse matrix structure containing the local part of
! the fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of the fine-level matrix.
! ilaggr - integer, dimension(:), allocatable.
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable.
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_sspmat_type).
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_s_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_s_inner_mod, mld_protect_name => mld_s_map_to_tprol
implicit none
! Arguments
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(inout) :: ilaggr(:),nlaggr(:)
type(psb_sspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
integer(psb_ipk_) :: icnt,nlp,k,n,ia,isz,nr, naggr,i,j,m,naggrm1, naggrp1, ntaggr
type(psb_s_coo_sparse_mat) :: tmpcoo
integer(psb_ipk_) :: debug_level, debug_unit,err_act
integer(psb_ipk_) :: ictxt,np,me
integer(psb_ipk_) :: nrow, ncol, n_ne
character(len=20) :: name, ch_err
if(psb_get_errstatus() /= 0) return
info=psb_success_
name = 'mld_map_to_tprol'
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
!
ictxt=desc_a%get_context()
call psb_info(ictxt,me,np)
nrow = desc_a%get_local_rows()
ncol = desc_a%get_local_cols()
naggr = nlaggr(me+1)
ntaggr = sum(nlaggr)
naggrm1 = sum(nlaggr(1:me))
naggrp1 = sum(nlaggr(1:me+1))
ilaggr(1:nrow) = ilaggr(1:nrow) + naggrm1
call psb_halo(ilaggr,desc_a,info)
if (info /= psb_success_) then
call psb_errpush(psb_err_from_subroutine_,name,a_err='psb_halo')
goto 9999
end if
call tmpcoo%allocate(ncol,ntaggr,ncol)
do i=1,ncol
tmpcoo%val(i) = sone
tmpcoo%ia(i) = i
tmpcoo%ja(i) = ilaggr(i)
end do
call tmpcoo%set_nzeros(ncol)
call tmpcoo%set_dupl(psb_dupl_add_)
call tmpcoo%set_sorted() ! At this point this is in row-major
call op_prol%mv_from(tmpcoo)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_s_map_to_tprol

@ -0,0 +1,141 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_s_symdec_aggregator_tprol.f90
!
! Subroutine: mld_s_symdec_aggregator_tprol
! Version: real
!
!
! This routine is mainly an interface to dec_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
!
! Arguments:
! p - type(mld_s_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_sspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_sspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_s_symdec_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_s_symdec_aggregator_mod, mld_protect_name => mld_s_symdec_aggregator_build_tprol
use mld_s_inner_mod
implicit none
class(mld_s_symdec_aggregator_type), target, intent(inout) :: ag
type(mld_sml_parms), intent(inout) :: parms
type(psb_sspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_sspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
type(psb_sspmat_type) :: atmp, atrans
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr, nr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_s_symdec_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%ml_type,'Multilevel type',&
& mld_mult_ml_,is_legal_ml_type)
call mld_check_def(parms%aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_aggr_alg)
call mld_check_def(parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',szero,is_legal_s_aggr_thrs)
nr = a%get_nrows()
call a%csclip(atmp,info,imax=nr,jmax=nr,&
& rscale=.false.,cscale=.false.)
call atmp%set_nrows(nr)
call atmp%set_ncols(nr)
if (info == psb_success_) call atmp%transp(atrans)
if (info == psb_success_) call atrans%cscnv(info,type='COO')
if (info == psb_success_) call psb_rwextd(nr,atmp,info,b=atrans,rowscale=.false.)
call atmp%set_nrows(nr)
call atmp%set_ncols(nr)
if (info == psb_success_) call atrans%free()
if (info == psb_success_) call atmp%cscnv(info,type='CSR')
if (info == psb_success_) &
& call mld_dec_map_bld(parms%aggr_ord,parms%aggr_thresh,atmp,desc_a,nlaggr,ilaggr,info)
if (info == psb_success_) call atmp%free()
if (info == psb_success_) call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_s_symdec_aggregator_build_tprol

@ -0,0 +1,225 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_z_base_aggregator_mat_asb.f90
!
! Subroutine: mld_z_base_aggregator_mat_asb
! Version: complex
!
! This routine builds the matrix associated to the current level of the
! multilevel preconditioner from the matrix associated to the previous level,
! by using the user-specified aggregation technique (therefore, it also builds the
! prolongation and restriction operators mapping the current level to the
! previous one and vice versa).
! The current level is regarded as the coarse one, while the previous as
! the fine one. This is in agreement with the fact that the routine is called,
! by mld_mlprec_bld, only on levels >=2.
! The coarse-level matrix A_C is built from a fine-level matrix A
! by using the Galerkin approach, i.e.
!
! A_C = P_C^T A P_C,
!
! where P_C is a prolongator from the coarse level to the fine one.
!
! A mapping from the nodes of the adjacency graph of A to the nodes of the
! adjacency graph of A_C has been computed by the mld_aggrmap_bld subroutine.
! The prolongator P_C is built here from this mapping, according to the
! value of p%iprcparm(mld_aggr_kind_), specified by the user through
! mld_zprecinit and mld_zprecset.
! On output from this routine the entries of AC, op_prol, op_restr
! are still in "global numbering" mode; this is fixed in the calling routine
! mld_z_lev_aggrmat_asb.
!
! Currently four different prolongators are implemented, corresponding to
! four aggregation algorithms:
! 1. un-smoothed aggregation,
! 2. smoothed aggregation,
! 3. "bizarre" aggregation.
! 4. minimum energy
! 1. The non-smoothed aggregation uses as prolongator the piecewise constant
! interpolation operator corresponding to the fine-to-coarse level mapping built
! by p%aggr%bld_tprol. This is called tentative prolongator.
! 2. The smoothed aggregation uses as prolongator the operator obtained by applying
! a damped Jacobi smoother to the tentative prolongator.
! 3. The "bizarre" aggregation uses a prolongator proposed by the authors of MLD2P4.
! This prolongator still requires a deep analysis and testing and its use is
! not recommended.
! 4. Minimum energy aggregation
!
! For more details see
! M. Brezina and P. Vanek, A black-box iterative solver based on a two-level
! Schwarz method, Computing, 63 (1999), 233-263.
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of PSBLAS-based
! parallel two-level Schwarz preconditioners, Appl. Num. Math., 57 (2007),
! 1181-1196.
! M. Sala, R. Tuminaro: A new Petrov-Galerkin smoothed aggregation preconditioner
! for nonsymmetric linear systems, SIAM J. Sci. Comput., 31(1):143-166 (2008)
!
!
! The main structure is:
! 1. Perform sanity checks;
! 2. Compute prolongator/restrictor/AC
!
!
! Arguments:
! ag - type(mld_z_base_aggregator_type), input/output.
! The aggregator object
! parms - type(mld_dml_parms), input
! The aggregation parameters
! a - type(psb_zspmat_type), input.
! The sparse matrix structure containing the local part of
! the fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of the fine-level matrix.
! The 'one-level' data structure that will contain the local
! part of the matrix to be built as well as the information
! concerning the prolongator and its transpose.
! ilaggr - integer, dimension(:), input
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that the indices
! are assumed to be shifted so as to make sure the ranges on
! the various processes do not overlap.
! nlaggr - integer, dimension(:) input
! nlaggr(i) contains the aggregates held by process i.
! ac - type(psb_zspmat_type), output
! The coarse matrix on output
!
! op_prol - type(psb_zspmat_type), input/output
! The tentative prolongator on input, the computed prolongator on output
!
! op_restr - type(psb_zspmat_type), output
! The restrictor operator; normally, it is the transpose of the prolongator.
!
! info - integer, output.
! Error code.
!
subroutine mld_z_base_aggregator_mat_asb(ag,parms,a,desc_a,ilaggr,nlaggr,ac,op_prol,op_restr,info)
use psb_base_mod
use mld_z_inner_mod, mld_protect_name => mld_z_base_aggregator_mat_asb
implicit none
class(mld_z_base_aggregator_type), target, intent(inout) :: ag
type(mld_dml_parms), intent(inout) :: parms
type(psb_zspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), intent(inout) :: ilaggr(:), nlaggr(:)
type(psb_zspmat_type), intent(inout) :: op_prol
type(psb_zspmat_type), intent(out) :: ac,op_restr
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
type(psb_z_coo_sparse_mat) :: acoo, bcoo
type(psb_z_csr_sparse_mat) :: acsr1
integer(psb_ipk_) :: nzl,ntaggr
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_z_base_aggregator_mat_asb'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%aggr_kind,'Smoother',&
& mld_smooth_prol_,is_legal_ml_aggr_kind)
call mld_check_def(parms%coarse_mat,'Coarse matrix',&
& mld_distr_mat_,is_legal_ml_coarse_mat)
call mld_check_def(parms%aggr_filter,'Use filtered matrix',&
& mld_no_filter_mat_,is_legal_aggr_filter)
call mld_check_def(parms%smoother_pos,'smooth_pos',&
& mld_pre_smooth_,is_legal_ml_smooth_pos)
call mld_check_def(parms%aggr_omega_alg,'Omega Alg.',&
& mld_eig_est_,is_legal_ml_aggr_omega_alg)
call mld_check_def(parms%aggr_eig,'Eigenvalue estimate',&
& mld_max_norm_,is_legal_ml_aggr_eig)
call mld_check_def(parms%aggr_omega_val,'Omega',dzero,is_legal_d_omega)
!
! Build the coarse-level matrix from the fine-level one, starting from
! the mapping defined by mld_aggrmap_bld and applying the aggregation
! algorithm specified by p%iprcparm(mld_aggr_kind_)
!
select case (parms%aggr_kind)
case (mld_no_smooth_)
call mld_zaggrmat_nosmth_asb(a,desc_a,ilaggr,nlaggr,&
& parms,ac,op_prol,op_restr,info)
case(mld_smooth_prol_)
call mld_zaggrmat_smth_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case(mld_biz_prol_)
call mld_zaggrmat_biz_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case(mld_min_energy_)
call mld_zaggrmat_minnrg_asb(a,desc_a,ilaggr,nlaggr, &
& parms,ac,op_prol,op_restr,info)
case default
info = psb_err_internal_error_
call psb_errpush(info,name,a_err='Invalid aggr kind')
goto 9999
end select
if (info /= psb_success_) then
call psb_errpush(psb_err_from_subroutine_,name,a_err='Inner aggrmat asb')
goto 9999
end if
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_z_base_aggregator_mat_asb

@ -0,0 +1,124 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_z_base_aggregator_tprol.f90
!
! Subroutine: mld_z_base_aggregator_tprol
! Version: complex
!
! This routine is mainly an interface to dec_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
! Arguments:
! p - type(mld_z_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_zspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_zspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_z_base_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
! use mld_z_base_aggregator_mod
use mld_z_inner_mod, mld_protect_name => mld_z_base_aggregator_build_tprol
implicit none
class(mld_z_base_aggregator_type), target, intent(inout) :: ag
type(mld_dml_parms), intent(inout) :: parms
type(psb_zspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_zspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_z_base_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%ml_type,'Multilevel type',&
& mld_mult_ml_,is_legal_ml_type)
call mld_check_def(parms%aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_aggr_alg)
call mld_check_def(parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',dzero,is_legal_d_aggr_thrs)
call mld_dec_map_bld(parms%aggr_ord,parms%aggr_thresh,a,desc_a,nlaggr,ilaggr,info)
call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_z_base_aggregator_build_tprol

@ -0,0 +1,328 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
!
! File: mld_z_hyb_map__bld.f90
!
! Subroutine: mld_z_hyb_map_bld
! Version: complex
!
! This routine builds the tentative prolongator based on the
! decoupled aggregation algorithm presented in
!
! M. Brezina and P. Vanek, A black-box iterative solver based on a
! two-level Schwarz method, Computing, 63 (1999), 233-263.
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of
! PSBLAS-based parallel two-level Schwarz preconditioners, Appl. Num. Math.
! 57 (2007), 1181-1196.
!
! Note: upon exit
!
! Arguments:
! a - type(psb_zspmat_type).
! The sparse matrix structure containing the local part of the
! matrix to be preconditioned.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! p - type(mld_zprec_type), input/output.
! The preconditioner data structure; upon exit it contains
! the multilevel hierarchy of prolongators, restrictors
! and coarse matrices.
! info - integer, output.
! Error code.
!
!
!
subroutine mld_z_hyb_map_bld(iorder,theta,a,desc_a,nlaggr,ilaggr,info)
use psb_base_mod
use mld_z_inner_mod, mld_protect_name => mld_z_hyb_map_bld
implicit none
! Arguments
integer(psb_ipk_), intent(in) :: iorder
type(psb_zspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
real(psb_dpk_), intent(in) :: theta
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
integer(psb_ipk_), intent(out) :: info
! Local variables
integer(psb_ipk_), allocatable :: ils(:), neigh(:), irow(:), icol(:),&
& ideg(:), idxs(:), tmpaggr(:)
complex(psb_dpk_), allocatable :: val(:), diag(:)
integer(psb_ipk_) :: icnt,nlp,k,n,ia,isz,nr, naggr,i,j,m, nz, ilg, ii, ip, ip1,nzcnt
type(psb_z_csr_sparse_mat) :: acsr, muij, s_neigh
type(psb_z_coo_sparse_mat) :: s_neigh_coo
real(psb_dpk_) :: cpling, tcl
logical :: disjoint
integer(psb_ipk_) :: debug_level, debug_unit,err_act
integer(psb_ipk_) :: ictxt,np,me
integer(psb_ipk_) :: nrow, ncol, n_ne
character(len=20) :: name, ch_err
if (psb_get_errstatus() /= 0) return
info=psb_success_
name = 'mld_hyb_map_bld'
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
!
ictxt=desc_a%get_context()
call psb_info(ictxt,me,np)
nrow = desc_a%get_local_rows()
ncol = desc_a%get_local_cols()
nr = a%get_nrows()
allocate(ilaggr(nr),neigh(nr),ideg(nr),idxs(nr),icol(nr),stat=info)
if(info /= psb_success_) then
info=psb_err_alloc_request_
call psb_errpush(info,name,i_err=(/2*nr,izero,izero,izero,izero/),&
& a_err='integer')
goto 9999
end if
diag = a%get_diag(info)
if(info /= psb_success_) then
info=psb_err_from_subroutine_
call psb_errpush(info,name,a_err='psb_sp_getdiag')
goto 9999
end if
!
! Phase zero: compute muij
!
call a%cp_to(muij)
do i=1, nr
do k=muij%irp(i),muij%irp(i+1)-1
j = muij%ja(k)
muij%val(k) = abs(muij%val(k))/sqrt(abs(diag(i)*diag(j)))
end do
end do
!write(*,*) 'murows/cols ',maxval(mu_rows),maxval(mu_cols)
!
! Compute the 1-neigbour; mark strong links with +1, weak links with -1
!
call s_neigh_coo%allocate(nr,nr,muij%get_nzeros())
ip = 0
do i=1, nr
do k=muij%irp(i),muij%irp(i+1)-1
j = muij%ja(k)
ip = ip + 1
s_neigh_coo%ia(ip) = i
s_neigh_coo%ja(ip) = j
if (real(muij%val(k)) >= theta) then
s_neigh_coo%val(ip) = done
else
s_neigh_coo%val(ip) = -done
end if
end do
end do
!write(*,*) 'S_NEIGH: ',nr,ip
call s_neigh_coo%set_nzeros(ip)
call s_neigh%mv_from_coo(s_neigh_coo,info)
if (iorder == mld_aggr_ord_nat_) then
do i=1, nr
ilaggr(i) = -(nr+1)
idxs(i) = i
end do
else
do i=1, nr
ilaggr(i) = -(nr+1)
ideg(i) = muij%irp(i+1) - muij%irp(i)
end do
call psb_msort(ideg,ix=idxs,dir=psb_sort_down_)
end if
!
! Phase one: Start with disjoint groups.
!
naggr = 0
icnt = 0
step1: do ii=1, nr
i = idxs(ii)
if (ilaggr(i) == -(nr+1)) then
!
! Get the 1-neighbourhood of I
!
ip1 = s_neigh%irp(i)
nz = s_neigh%irp(i+1)-ip1
!
! If the neighbourhood only contains I, skip it
!
if (nz ==0) then
ilaggr(i) = 0
cycle step1
end if
if ((nz==1).and.(s_neigh%ja(ip1)==i)) then
ilaggr(i) = 0
cycle step1
end if
!
! If the whole strongly coupled neighborhood of I is
! as yet unconnected, turn it into the next aggregate.
!
nzcnt = count(real(s_neigh%val(ip1:ip1+nz-1)) > 0)
icol(1:nzcnt) = pack(s_neigh%ja(ip1:ip1+nz-1),(real(s_neigh%val(ip1:ip1+nz-1)) > 0))
disjoint = all(ilaggr(icol(1:nzcnt)) == -(nr+1))
if (disjoint) then
icnt = icnt + 1
naggr = naggr + 1
do k=1, nzcnt
ilaggr(icol(k)) = naggr
end do
ilaggr(i) = naggr
end if
endif
enddo step1
if (debug_level >= psb_debug_outer_) then
write(debug_unit,*) me,' ',trim(name),&
& ' Check 1:',count(ilaggr == -(nr+1))
end if
!
! Phase two: join the neighbours
!
tmpaggr = ilaggr
step2: do ii=1,nr
i = idxs(ii)
if (ilaggr(i) == -(nr+1)) then
!
! Find the most strongly connected neighbour that is
! already aggregated, if any, and join its aggregate
!
cpling = dzero
ip = 0
do k=s_neigh%irp(i), s_neigh%irp(i+1)-1
j = s_neigh%ja(k)
if ((1<=j).and.(j<=nr)) then
if ( (tmpaggr(j) > 0).and. (real(muij%val(k)) > cpling)&
& .and.(real(s_neigh%val(k))>0)) then
ip = k
cpling = muij%val(k)
end if
end if
enddo
if (ip > 0) then
ilaggr(i) = ilaggr(s_neigh%ja(ip))
end if
end if
end do step2
!
! Phase three: sweep over leftovers, if any
!
step3: do ii=1,nr
i = idxs(ii)
if (ilaggr(i) < 0) then
!
! Find its strongly connected neighbourhood not
! already aggregated, and make it into a new aggregate.
!
ip = 0
do k=s_neigh%irp(i), s_neigh%irp(i+1)-1
j = s_neigh%ja(k)
if ((1<=j).and.(j<=nr)) then
if (ilaggr(j) < 0) then
ip = ip + 1
icol(ip) = j
end if
end if
enddo
if (ip > 0) then
icnt = icnt + 1
naggr = naggr + 1
ilaggr(i) = naggr
do k=1, ip
ilaggr(icol(k)) = naggr
end do
end if
end if
end do step3
if (count(ilaggr<0) >0) then
info=psb_err_internal_error_
call psb_errpush(info,name,a_err='Fatal error: some leftovers')
goto 9999
endif
if (naggr > ncol) then
write(0,*) name,'Error : naggr > ncol',naggr,ncol
info=psb_err_internal_error_
call psb_errpush(info,name,a_err='Fatal error: naggr>ncol')
goto 9999
end if
call psb_realloc(ncol,ilaggr,info)
if (info /= psb_success_) then
info=psb_err_from_subroutine_
ch_err='psb_realloc'
call psb_errpush(info,name,a_err=ch_err)
goto 9999
end if
allocate(nlaggr(np),stat=info)
if (info /= psb_success_) then
info=psb_err_alloc_request_
call psb_errpush(info,name,i_err=(/np,izero,izero,izero,izero/),&
& a_err='integer')
goto 9999
end if
nlaggr(:) = 0
nlaggr(me+1) = naggr
call psb_sum(ictxt,nlaggr(1:np))
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_z_hyb_map_bld

@ -0,0 +1,122 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017
!
! Salvatore Filippone Cranfield University, UK
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_z_hybrid_aggregator_tprol.f90
!
! Subroutine: mld_z_hybrid_aggregator_tprol
! Version: complex
!
!
! This routine is mainly an interface to hyb_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
! Arguments:
! p - type(mld_z_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_zspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_zspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_z_hybrid_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_z_hybrid_aggregator_mod, mld_protect_name => mld_z_hybrid_aggregator_build_tprol
use mld_z_inner_mod
implicit none
class(mld_z_hybrid_aggregator_type), target, intent(inout) :: ag
type(mld_dml_parms), intent(inout) :: parms
type(psb_zspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_zspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_z_hybrid_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(p%parms%ml_cycle,'Multilevel cycle',&
& mld_mult_ml_,is_legal_ml_cycle)
call mld_check_def(p%parms%par_aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_par_aggr_alg)
call mld_check_def(p%parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',dzero,is_legal_d_aggr_thrs)
call mld_hyb_map_bld(parms%aggr_ord,parms%aggr_thresh,a,desc_a,nlaggr,ilaggr,info)
call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_z_hybrid_aggregator_build_tprol

@ -0,0 +1,150 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017
!
! Salvatore Filippone Cranfield University, UK
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_z_map_to_tprol.f90
!
! Subroutine: mld_z_map_to_tprol
! Version: complex
!
! This routine uses a mapping from the row indices of the fine-level matrix
! to the row indices of the coarse-level matrix to build a tentative
! prolongator, i.e. a piecewise constant operator.
! This is later used to build the final operator; the code has been refactored here
! to be shared among all the methods that provide the tentative prolongator
! through a simple integer mapping.
!
! The aggregation algorithm is a parallel version of that described in
! * M. Brezina and P. Vanek, A black-box iterative solver based on a
! two-level Schwarz method, Computing, 63 (1999), 233-263.
! * P. Vanek, J. Mandel and M. Brezina, Algebraic Multigrid by Smoothed
! Aggregation for Second and Fourth Order Elliptic Problems, Computing, 56
! (1996), 179-196.
! For more details see
! P. D'Ambra, D. di Serafino and S. Filippone, On the development of
! PSBLAS-based parallel two-level Schwarz preconditioners, Appl. Num. Math.
! 57 (2007), 1181-1196.
!
!
! Arguments:
! aggr_type - integer, input.
! The scalar used to identify the aggregation algorithm.
! theta - real, input.
! The aggregation threshold used in the aggregation algorithm.
! a - type(psb_zspmat_type), input.
! The sparse matrix structure containing the local part of
! the fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of the fine-level matrix.
! ilaggr - integer, dimension(:), allocatable.
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable.
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_zspmat_type).
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_z_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_z_inner_mod, mld_protect_name => mld_z_map_to_tprol
implicit none
! Arguments
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(inout) :: ilaggr(:),nlaggr(:)
type(psb_zspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
integer(psb_ipk_) :: icnt,nlp,k,n,ia,isz,nr, naggr,i,j,m,naggrm1, naggrp1, ntaggr
type(psb_z_coo_sparse_mat) :: tmpcoo
integer(psb_ipk_) :: debug_level, debug_unit,err_act
integer(psb_ipk_) :: ictxt,np,me
integer(psb_ipk_) :: nrow, ncol, n_ne
character(len=20) :: name, ch_err
if(psb_get_errstatus() /= 0) return
info=psb_success_
name = 'mld_map_to_tprol'
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
!
ictxt=desc_a%get_context()
call psb_info(ictxt,me,np)
nrow = desc_a%get_local_rows()
ncol = desc_a%get_local_cols()
naggr = nlaggr(me+1)
ntaggr = sum(nlaggr)
naggrm1 = sum(nlaggr(1:me))
naggrp1 = sum(nlaggr(1:me+1))
ilaggr(1:nrow) = ilaggr(1:nrow) + naggrm1
call psb_halo(ilaggr,desc_a,info)
if (info /= psb_success_) then
call psb_errpush(psb_err_from_subroutine_,name,a_err='psb_halo')
goto 9999
end if
call tmpcoo%allocate(ncol,ntaggr,ncol)
do i=1,ncol
tmpcoo%val(i) = zone
tmpcoo%ia(i) = i
tmpcoo%ja(i) = ilaggr(i)
end do
call tmpcoo%set_nzeros(ncol)
call tmpcoo%set_dupl(psb_dupl_add_)
call tmpcoo%set_sorted() ! At this point this is in row-major
call op_prol%mv_from(tmpcoo)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_z_map_to_tprol

@ -0,0 +1,141 @@
!
!
! MLD2P4 version 2.1
! MultiLevel Domain Decomposition Parallel Preconditioners Package
! based on PSBLAS (Parallel Sparse BLAS version 3.5)
!
! (C) Copyright 2008, 2010, 2012, 2015, 2017 , 2017
!
! Salvatore Filippone Cranfield University
! Ambra Abdullahi Hassan University of Rome Tor Vergata
! Pasqua D'Ambra IAC-CNR, Naples, IT
! Daniela di Serafino University of Campania "L. Vanvitelli", Caserta, IT
!
! Redistribution and use in source and binary forms, with or without
! modification, are permitted provided that the following conditions
! are met:
! 1. Redistributions of source code must retain the above copyright
! notice, this list of conditions and the following disclaimer.
! 2. Redistributions in binary form must reproduce the above copyright
! notice, this list of conditions, and the following disclaimer in the
! documentation and/or other materials provided with the distribution.
! 3. The name of the MLD2P4 group or the names of its contributors may
! not be used to endorse or promote products derived from this
! software without specific written permission.
!
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE MLD2P4 GROUP OR ITS CONTRIBUTORS
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
! POSSIBILITY OF SUCH DAMAGE.
!
!
! File: mld_z_symdec_aggregator_tprol.f90
!
! Subroutine: mld_z_symdec_aggregator_tprol
! Version: complex
!
!
! This routine is mainly an interface to dec_map_bld where the real work is performed.
! It takes care of some consistency checking, and calls map_to_tprol, which is
! refactored and shared among all the aggregation methods that produce a simple
! integer mapping.
!
!
!
! Arguments:
! p - type(mld_z_onelev_type), input/output.
! The 'one-level' data structure containing the control
! parameters and (eventually) coarse matrix and prolongator/restrictors.
!
! a - type(psb_zspmat_type).
! The sparse matrix structure containing the local part of the
! fine-level matrix.
! desc_a - type(psb_desc_type), input.
! The communication descriptor of a.
! ilaggr - integer, dimension(:), allocatable, output
! The mapping between the row indices of the coarse-level
! matrix and the row indices of the fine-level matrix.
! ilaggr(i)=j means that node i in the adjacency graph
! of the fine-level matrix is mapped onto node j in the
! adjacency graph of the coarse-level matrix. Note that on exit the indices
! will be shifted so as to make sure the ranges on the various processes do not
! overlap.
! nlaggr - integer, dimension(:), allocatable, output
! nlaggr(i) contains the aggregates held by process i.
! op_prol - type(psb_zspmat_type), output
! The tentative prolongator, based on ilaggr.
!
! info - integer, output.
! Error code.
!
subroutine mld_z_symdec_aggregator_build_tprol(ag,parms,a,desc_a,ilaggr,nlaggr,op_prol,info)
use psb_base_mod
use mld_z_symdec_aggregator_mod, mld_protect_name => mld_z_symdec_aggregator_build_tprol
use mld_z_inner_mod
implicit none
class(mld_z_symdec_aggregator_type), target, intent(inout) :: ag
type(mld_dml_parms), intent(inout) :: parms
type(psb_zspmat_type), intent(in) :: a
type(psb_desc_type), intent(in) :: desc_a
integer(psb_ipk_), allocatable, intent(out) :: ilaggr(:),nlaggr(:)
type(psb_zspmat_type), intent(out) :: op_prol
integer(psb_ipk_), intent(out) :: info
! Local variables
type(psb_zspmat_type) :: atmp, atrans
character(len=20) :: name
integer(psb_mpik_) :: ictxt, np, me
integer(psb_ipk_) :: err_act
integer(psb_ipk_) :: ntaggr, nr
integer(psb_ipk_) :: debug_level, debug_unit
name='mld_z_symdec_aggregator_tprol'
if (psb_get_errstatus().ne.0) return
call psb_erractionsave(err_act)
debug_unit = psb_get_debug_unit()
debug_level = psb_get_debug_level()
info = psb_success_
ictxt = desc_a%get_context()
call psb_info(ictxt,me,np)
call mld_check_def(parms%ml_type,'Multilevel type',&
& mld_mult_ml_,is_legal_ml_type)
call mld_check_def(parms%aggr_alg,'Aggregation',&
& mld_dec_aggr_,is_legal_ml_aggr_alg)
call mld_check_def(parms%aggr_ord,'Ordering',&
& mld_aggr_ord_nat_,is_legal_ml_aggr_ord)
call mld_check_def(parms%aggr_thresh,'Aggr_Thresh',dzero,is_legal_d_aggr_thrs)
nr = a%get_nrows()
call a%csclip(atmp,info,imax=nr,jmax=nr,&
& rscale=.false.,cscale=.false.)
call atmp%set_nrows(nr)
call atmp%set_ncols(nr)
if (info == psb_success_) call atmp%transp(atrans)
if (info == psb_success_) call atrans%cscnv(info,type='COO')
if (info == psb_success_) call psb_rwextd(nr,atmp,info,b=atrans,rowscale=.false.)
call atmp%set_nrows(nr)
call atmp%set_ncols(nr)
if (info == psb_success_) call atrans%free()
if (info == psb_success_) call atmp%cscnv(info,type='CSR')
if (info == psb_success_) &
& call mld_dec_map_bld(parms%aggr_ord,parms%aggr_thresh,atmp,desc_a,nlaggr,ilaggr,info)
if (info == psb_success_) call atmp%free()
if (info == psb_success_) call mld_map_to_tprol(desc_a,ilaggr,nlaggr,op_prol,info)
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine mld_z_symdec_aggregator_build_tprol
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