PetscErrorCode PCBDDCSetupFETIDPPCContext(Mat fetimat, FETIDPPC_ctx fetidppc_ctx)
{
FETIDPMat_ctx mat_ctx;
PC_IS *pcis;
PetscErrorCode ierr;
PetscFunctionBegin;
ierr = MatShellGetContext(fetimat,(void**)&mat_ctx);CHKERRQ(ierr);
/* get references from objects created when setting up feti mat context */
ierr = PetscObjectReference((PetscObject)mat_ctx->lambda_local);CHKERRQ(ierr);
fetidppc_ctx->lambda_local = mat_ctx->lambda_local;
ierr = PetscObjectReference((PetscObject)mat_ctx->B_Ddelta);CHKERRQ(ierr);
fetidppc_ctx->B_Ddelta = mat_ctx->B_Ddelta;
ierr = PetscObjectReference((PetscObject)mat_ctx->l2g_lambda);CHKERRQ(ierr);
fetidppc_ctx->l2g_lambda = mat_ctx->l2g_lambda;
/* create local Schur complement matrix */
pcis = (PC_IS*)fetidppc_ctx->pc->data;
ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&fetidppc_ctx->S_j);CHKERRQ(ierr);
ierr = MatSchurComplementSetKSP(fetidppc_ctx->S_j,pcis->ksp_D);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
PetscErrorCode BSSCR_DRIVER_flex( KSP ksp, Mat stokes_A, Vec stokes_x, Vec stokes_b, Mat approxS, KSP ksp_K,
MatStokesBlockScaling BA, PetscTruth sym, KSP_BSSCR * bsscrp_self )
{
char name[PETSC_MAX_PATH_LEN];
char ubefore[100];
char uafter[100];
char pbefore[100];
char pafter[100];
PetscTruth flg, flg2, truth, useAcceleratingSmoothingMG, useFancySmoothingMG;
PetscTruth usePreviousGuess, useNormInfStoppingConditions, useNormInfMonitor, found, extractMats;
Mat K,G,D,C;
Vec u,p,f,h;
Mat S;
Vec h_hat,t,t2,q,v;
KSP ksp_inner;
KSP ksp_S;
KSP ksp_cleaner;
KSPType ksp_inner_type;
PetscTruth has_cnst_nullspace;
PC pc_S, pc_MG, pcInner;
PetscInt monitor_index,max_it,min_it;
Vec nsp_vec = PETSC_NULL;
PetscReal scr_rtol;
PetscReal inner_rtol;
PetscReal vSolver_rtol;
PetscScalar uNormInf, pNormInf;
PetscScalar uNorm, pNorm, rNorm, fNorm;
PetscInt uSize, pSize;
PetscInt lmin,lmax;
PetscInt iterations;
PetscReal min,max;
PetscReal p_sum;
MGContext mgCtx;
PC shellPC;
double t0, t1;
double mgSetupTime, scrSolveTime, a11SingleSolveTime, solutionAnalysisTime;
Index nx,ny,nz;
PetscInt j,start,end;
static int been_here = 0; /* Ha Ha Ha !! */
/* get sub matrix / vector objects */
MatNestGetSubMat( stokes_A, 0,0, &K );
MatNestGetSubMat( stokes_A, 0,1, &G );
MatNestGetSubMat( stokes_A, 1,0, &D );
MatNestGetSubMat( stokes_A, 1,1, &C );
VecNestGetSubVec( stokes_x, 0, &u );
VecNestGetSubVec( stokes_x, 1, &p );
VecNestGetSubVec( stokes_b, 0, &f );
VecNestGetSubVec( stokes_b, 1, &h );
/* PetscPrintf( PETSC_COMM_WORLD, "\t Adress of stokes_x is %p\n", stokes_x); */
/* VecNorm( u, NORM_2, &uNorm ); */
/* PetscPrintf( PETSC_COMM_WORLD, "\t u Norm is %.6e in %s: address is %p\n",uNorm,__func__,u); */
/* VecNorm( p, NORM_2, &pNorm ); */
/* PetscPrintf( PETSC_COMM_WORLD, "\t p Norm is %.6e in %s: addres is %p\n",pNorm,__func__,p); */
/* Create Schur complement matrix */
//MatCreateSchurFromBlock( stokes_A, 0.0, "MatSchur_A11", &S );
MatCreateSchurComplement(K,K,G,D,C, &S);
/* configure inner solver */
if (ksp_K!=PETSC_NULL) {
MatSchurComplementSetKSP( S, ksp_K );
MatSchurComplementGetKSP( S, &ksp_inner );
}
else {
abort();
MatSchurComplementGetKSP( S, &ksp_inner );
KSPSetType( ksp_inner, "cg" );
}
KSPGetPC( ksp_inner, &pcInner );
/* If we're using multigrid, replace the preconditioner here
so we get the same options prefix. */
if(bsscrp_self->mg) {
mgSetupTime=setupMG( bsscrp_self, ksp_inner, pcInner, K, &mgCtx );
}
/* SETFROMOPTIONS MIGHT F**K MG UP */
KSPSetOptionsPrefix( ksp_inner, "A11_" );
KSPSetFromOptions( ksp_inner );
useNormInfStoppingConditions = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL ,"-A11_use_norm_inf_stopping_condition", &useNormInfStoppingConditions, &found );
if(useNormInfStoppingConditions)
BSSCR_KSPSetNormInfConvergenceTest( ksp_inner );
useNormInfMonitor = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL, "-A11_ksp_norm_inf_monitor", &useNormInfMonitor, &found );
if(useNormInfMonitor)
KSPMonitorSet( ksp_inner, BSSCR_KSPNormInfMonitor, PETSC_NULL, PETSC_NULL );
useNormInfMonitor = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL, "-A11_ksp_norm_inf_to_norm_2_monitor", &useNormInfMonitor, &found );
if(useNormInfMonitor)
KSPMonitorSet( ksp_inner, BSSCR_KSPNormInfToNorm2Monitor, PETSC_NULL, PETSC_NULL );
/* create right hand side */
/* h_hat = G'*inv(K)*f - h */
MatGetVecs(K,PETSC_NULL,&t);
MatGetVecs( S, PETSC_NULL, &h_hat );
KSPSetOptionsPrefix( ksp_inner, "A11_" );
KSPSetFromOptions( ksp_inner );
KSPSolve(ksp_inner,f,t);/* t=f/K */
//bsscr_writeVec( t, "ts", "Writing t vector");
MatMult(D,t,h_hat);/* G'*t */
VecAXPY(h_hat, -1.0, h);/* h_hat = h_hat - h */
Stg_VecDestroy(&t);
//bsscr_writeVec( h_hat, "h_hat", "Writing h_hat Vector in Solver");
//MatSchurApplyReductionToVecFromBlock( S, stokes_b, h_hat );
/* create solver for S p = h_hat */
KSPCreate( PETSC_COMM_WORLD, &ksp_S );
KSPSetOptionsPrefix( ksp_S, "scr_");
Stg_KSPSetOperators( ksp_S, S,S, SAME_NONZERO_PATTERN );
KSPSetType( ksp_S, "cg" );
/* Build preconditioner for S */
KSPGetPC( ksp_S, &pc_S );
BSSCR_BSSCR_StokesCreatePCSchur2( K,G,D,C,approxS,pc_S,sym, bsscrp_self );
KSPSetFromOptions(ksp_S);
/* Set specific monitor test */
KSPGetTolerances( ksp_S, PETSC_NULL, PETSC_NULL, PETSC_NULL, &max_it );
//BSSCR_KSPLogSetMonitor( ksp_S, max_it, &monitor_index );
/* Pressure / Velocity Solve */
scrSolveTime = MPI_Wtime();
PetscPrintf( PETSC_COMM_WORLD, "\t* Pressure / Velocity Solve \n");
usePreviousGuess = PETSC_FALSE;
if(been_here)
PetscOptionsGetTruth( PETSC_NULL, "-scr_use_previous_guess", &usePreviousGuess, &found );
if(usePreviousGuess) { /* Note this should actually look at checkpoint information */
KSPSetInitialGuessNonzero( ksp_S, PETSC_TRUE );
}
else {
KSPSetInitialGuessNonzero( ksp_S, PETSC_FALSE );
}
//KSPSetRelativeRhsConvergenceTest( ksp_S );
useNormInfStoppingConditions = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL ,"-scr_use_norm_inf_stopping_condition", &useNormInfStoppingConditions, &found );
if(useNormInfStoppingConditions)
BSSCR_KSPSetNormInfConvergenceTest(ksp_S);
useNormInfMonitor = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL, "-scr_ksp_norm_inf_monitor", &useNormInfMonitor, &found );
if(useNormInfMonitor)
KSPMonitorSet( ksp_S, BSSCR_KSPNormInfToNorm2Monitor, PETSC_NULL, PETSC_NULL );
PetscPrintf( PETSC_COMM_WORLD, "\t* KSPSolve( ksp_S, h_hat, p )\n");
/* if h_hat needs to be fixed up ..take out any nullspace vectors here */
/* we want to check that there is no "noise" in the null-space in the h vector */
/* this causes problems when we are trying to solve a Jacobian system when the Residual is almost converged */
if(bsscrp_self->check_pressureNS){
bsscrp_self->buildPNS(ksp);/* build and set nullspace vectors on bsscr - which is on ksp (function pointer is set in KSPSetUp_BSSCR */
}
PetscScalar norm, a, a1, a2, hnorm, pnorm, gnorm;
MatNorm(G,NORM_INFINITY,&gnorm);
VecNorm(h_hat, NORM_2, &hnorm);
hnorm=hnorm/gnorm;
if((hnorm < 1e-6) && (hnorm > 1e-20)){
VecScale(h_hat,1.0/hnorm);
}
/* test to see if v or t are in nullspace of G and orthogonalize wrt h_hat if needed */
KSPRemovePressureNullspace_BSSCR(ksp, h_hat);
/***************************************/
/* set convergence test to use min_it */
found = PETSC_FALSE;
min_it = 0;
PetscOptionsGetInt( PETSC_NULL,"-scr_ksp_set_min_it_converge", &min_it, &found);
if(found && min_it > 0){
BSSCR_KSPSetConvergenceMinIts(ksp_S, min_it, bsscrp_self);
}
KSPSolve( ksp_S, h_hat, p );
sprintf(pafter,"psafter_%d",been_here);
bsscr_writeVec( p, pafter, "Writing p Vector in Solver");
/***************************************/
if((hnorm < 1e-6) && (hnorm > 1e-20)){
VecScale(h_hat,hnorm);
VecScale(p,hnorm);
}
KSPRemovePressureNullspace_BSSCR(ksp, p);
scrSolveTime = MPI_Wtime() - scrSolveTime;
PetscPrintf( PETSC_COMM_WORLD, "\n\t* KSPSolve( ksp_S, h_hat, p ) Solve Finished in time: %lf seconds\n\n", scrSolveTime);
/* Resolve with this pressure to obtain solution for u */
/* obtain solution for u */
VecDuplicate( u, &t );
MatMult( G, p, t);
VecAYPX( t, -1.0, f ); /* t <- -t + f */
MatSchurComplementGetKSP( S, &ksp_inner );
a11SingleSolveTime = MPI_Wtime(); /* ---------------------------------- Final V Solve */
if(usePreviousGuess)
KSPSetInitialGuessNonzero( ksp_inner, PETSC_TRUE );
KSPSetOptionsPrefix( ksp_inner, "backsolveA11_" );
KSPSetFromOptions( ksp_inner );
KSPSolve( ksp_inner, t, u ); /* Solve, then restore default tolerance and initial guess */
a11SingleSolveTime = MPI_Wtime() - a11SingleSolveTime; /* ------------------ Final V Solve */
PetscPrintf( PETSC_COMM_WORLD, "\n\nSCR Solver Summary:\n\n");
if(bsscrp_self->mg)
PetscPrintf( PETSC_COMM_WORLD, " Multigrid setup: = %.4g secs \n", mgSetupTime);
KSPGetIterationNumber( ksp_S, &iterations);
PetscPrintf( PETSC_COMM_WORLD, " Pressure Solve: = %.4g secs / %d its\n", scrSolveTime, iterations);
KSPGetIterationNumber( ksp_inner, &iterations);
PetscPrintf( PETSC_COMM_WORLD, " Final V Solve: = %.4g secs / %d its\n\n", a11SingleSolveTime, iterations);
/* Analysis of solution:
This can be somewhat time consuming as it requires allocation / de-allocation,
computing vector norms etc. So we make it optional..
This should be put into a proper KSP monitor now?
*/
flg = PETSC_TRUE;
PetscOptionsGetTruth( PETSC_NULL, "-scr_ksp_solution_summary", &flg, &found );
if(flg) {
solutionAnalysisTime = MPI_Wtime();
VecGetSize( u, &uSize );
VecGetSize( p, &pSize );
VecDuplicate( u, &t2 );
MatMult( K, u, t2);
VecAYPX( t2, -1.0, t ); /* t2 <- -t2 + t ... should be the formal residual vector */
VecNorm( t2, NORM_2, &rNorm );
VecNorm( f, NORM_2, &fNorm );
PetscPrintf( PETSC_COMM_WORLD, " |f - K u - G p|/|f| = %.6e\n", rNorm/fNorm );
VecDuplicate( p, &q );
MatMult( D, u, q );
VecNorm( u, NORM_2, &uNorm );
VecNorm( q, NORM_2, &rNorm );
PetscPrintf( PETSC_COMM_WORLD, " |G^T u|_2/|u|_2 = %.6e\n", sqrt( (double) uSize / (double) pSize ) * rNorm / uNorm);
VecNorm( q, NORM_INFINITY, &rNorm );
PetscPrintf( PETSC_COMM_WORLD, " |G^T u|_infty/|u|_2 = %.6e\n", sqrt( (double) uSize ) * rNorm / uNorm);
VecNorm( u, NORM_INFINITY, &uNormInf );
VecNorm( u, NORM_2, &uNorm );
VecGetSize( u, &uSize );
VecNorm( p, NORM_INFINITY, &pNormInf );
VecNorm( p, NORM_2, &pNorm );
PetscPrintf( PETSC_COMM_WORLD, " |u|_{\\infty} = %.6e , u_rms = %.6e\n",
uNormInf, uNorm / sqrt( (double) uSize ) );
PetscPrintf( PETSC_COMM_WORLD, " |p|_{\\infty} = %.6e , p_rms = %.6e\n",
pNormInf, pNorm / sqrt( (double) pSize ) );
VecMax( u, &lmax, &max );
VecMin( u, &lmin, &min );
PetscPrintf( PETSC_COMM_WORLD, " min/max(u) = %.6e [%d] / %.6e [%d]\n",min,lmin,max,lmax);
VecMax( p, &lmax, &max );
VecMin( p, &lmin, &min );
PetscPrintf( PETSC_COMM_WORLD, " min/max(p) = %.6e [%d] / %.6e [%d]\n",min,lmin,max,lmax);
VecSum( p, &p_sum );
PetscPrintf( PETSC_COMM_WORLD, " \\sum_i p_i = %.6e \n", p_sum );
solutionAnalysisTime = MPI_Wtime() - solutionAnalysisTime;
PetscPrintf( PETSC_COMM_WORLD, "\n Time for this analysis = %.4g secs\n\n",solutionAnalysisTime);
Stg_VecDestroy(&t2 );
Stg_VecDestroy(&q );
}
if(bsscrp_self->mg) {
//MG_inner_solver_pcmg_shutdown( pcInner );
}
Stg_VecDestroy(&t );
// KSPLogDestroyMonitor( ksp_S );
Stg_KSPDestroy(&ksp_S );
//Stg_KSPDestroy(&ksp_inner );
Stg_VecDestroy(&h_hat );
Stg_MatDestroy(&S );
/* Destroy nullspace vector if it exists. */
if(nsp_vec)
Stg_VecDestroy(&nsp_vec);
//been_here = 1;
been_here++;
PetscFunctionReturn(0);
}
PetscErrorCode BSSCR_DRIVER_auglag( KSP ksp, Mat stokes_A, Vec stokes_x, Vec stokes_b, Mat approxS,
MatStokesBlockScaling BA, PetscTruth sym, KSP_BSSCR * bsscrp_self )
{
AugLagStokes_SLE * stokesSLE = (AugLagStokes_SLE*)bsscrp_self->solver->st_sle;
PetscTruth uzawastyle, KisJustK=PETSC_TRUE, restorek, change_A11rhspresolve;
PetscTruth usePreviousGuess, useNormInfStoppingConditions, useNormInfMonitor, found, forcecorrection;
PetscTruth change_backsolve, mg_active;
PetscErrorCode ierr;
//PetscInt monitor_index;
PetscInt max_it,min_it;
KSP ksp_inner, ksp_S, ksp_new_inner;
PC pc_S, pcInner;
Mat K,G,D,C, S, K2;// Korig;
Vec u,p,f,f2=0,f3=0,h, h_hat,t;
MGContext mgCtx;
double mgSetupTime, scrSolveTime, a11SingleSolveTime, penaltyNumber;// hFactor;
static int been_here = 0; /* Ha Ha Ha !! */
char name[PETSC_MAX_PATH_LEN];
char matname[PETSC_MAX_PATH_LEN];
char suffix[PETSC_MAX_PATH_LEN];
char str[PETSC_MAX_PATH_LEN];
PetscTruth flg, extractMats;
PetscLogDouble flopsA,flopsB;
/***************************************************************************************************************/
/***************************************************************************************************************/
//if( bsscrp_self->solver->st_sle->context->loadFromCheckPoint ){
// been_here=1;
//}
/* get sub matrix / vector objects */
/* note that here, the matrix D should always exist. It is set up in _StokesBlockKSPInterface_Solve in StokesBlockKSPInterface.c */
/* now extract K,G etc from a MatNest object */
MatNestGetSubMat( stokes_A, 0,0, &K );
MatNestGetSubMat( stokes_A, 0,1, &G );
MatNestGetSubMat( stokes_A, 1,0, &D );if(!D){ PetscPrintf( PETSC_COMM_WORLD, "D does not exist but should!!\n"); exit(1); }
MatNestGetSubMat( stokes_A, 1,1, &C );
VecNestGetSubVec( stokes_x, 0, &u );
VecNestGetSubVec( stokes_x, 1, &p );
VecNestGetSubVec( stokes_b, 0, &f );
VecNestGetSubVec( stokes_b, 1, &h );
PetscPrintf( PETSC_COMM_WORLD, "\n\n---------- AUGMENTED LAGRANGIAN K2 METHOD ---------\n\n" );
PetscPrintf( PETSC_COMM_WORLD, "----------- Penalty = %f\n\n", bsscrp_self->solver->penaltyNumber );
sprintf(suffix,"%s","x");
PetscOptionsGetString( PETSC_NULL, "-matsuffix", suffix, PETSC_MAX_PATH_LEN-1, &extractMats );
flg=0;
PetscOptionsGetString( PETSC_NULL, "-matdumpdir", name, PETSC_MAX_PATH_LEN-1, &flg );
if(flg){
sprintf(str,"%s/",name); sprintf(matname,"K%s",suffix);
bsscr_dirwriteMat( K, matname,str, "Writing K matrix in al Solver");
sprintf(str,"%s/",name); sprintf(matname,"G%s",suffix);
bsscr_dirwriteMat( G, matname,str, "Writing G matrix in al Solver");
sprintf(str,"%s/",name); sprintf(matname,"D%s",suffix);
bsscr_dirwriteMat( D, matname,str, "Writing D matrix in al Solver");
sprintf(str,"%s/",name); sprintf(matname,"f%s",suffix);
bsscr_dirwriteVec( f, matname,str, "Writing f vector in al Solver");
sprintf(str,"%s/",name); sprintf(matname,"h%s",suffix);
bsscr_dirwriteVec( h, matname,str, "Writing h vector in al Solver");
sprintf(str,"%s/",name); sprintf(matname,"Shat%s",suffix);
bsscr_dirwriteMat( approxS, matname,str, "Writing Shat matrix in al Solver");
if(C){
sprintf(str,"%s/",name); sprintf(matname,"C%s",suffix);
bsscr_dirwriteMat( C, matname,str, "Writing C matrix in al Solver");
}
}
mg_active=PETSC_TRUE;
PetscOptionsGetTruth( PETSC_NULL ,"-A11_mg_active", &mg_active, &found );
bsscrp_self->solver->mg_active=mg_active;
penaltyNumber = bsscrp_self->solver->penaltyNumber;
//hFactor = stokesSLE->hFactor;
/***************************************************************************************************************/
/***************************************************************************************************************/
/****** GET K2 ****************************************************************************************/
if(penaltyNumber > 1e-10 && bsscrp_self->k2type){
flg=0;
PetscOptionsGetString( PETSC_NULL, "-matdumpdir", name, PETSC_MAX_PATH_LEN-1, &flg );
if(flg){
sprintf(str,"%s/",name); sprintf(matname,"K2%s",suffix);
bsscr_dirwriteMat( bsscrp_self->K2, matname,str, "Writing K2 matrix in al Solver");
}
K2=bsscrp_self->K2;
scrSolveTime = MPI_Wtime();
ierr=MatAXPY(K,penaltyNumber,K2,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);/* Computes K = penaltyNumber*K2 + K */
scrSolveTime = MPI_Wtime() - scrSolveTime;
PetscPrintf( PETSC_COMM_WORLD, "\n\t* K+p*K2 in time: %lf seconds\n\n", scrSolveTime);
KisJustK=PETSC_FALSE;
forcecorrection=PETSC_TRUE;
PetscOptionsGetTruth( PETSC_NULL ,"-force_correction", &forcecorrection, &found );
if(forcecorrection){
if(bsscrp_self->f2 && forcecorrection){
f2=bsscrp_self->f2;
ierr=VecAXPY(f,penaltyNumber,f2);/* f <- f +a*f2 */
}else{
switch (bsscrp_self->k2type) {
case (K2_GG):
{
VecDuplicate( u, &f3 );
MatMult( G, h, f3); ierr=VecAXPY(f,penaltyNumber,f3);/* f <- f +a*f2 */
}
break;
case (K2_GMG):
{
Mat M;
Vec Mdiag;
VecDuplicate( u, &f3 );
M = bsscrp_self->solver->mStiffMat->matrix;
MatGetVecs( M, &Mdiag, PETSC_NULL );
MatGetDiagonal( M, Mdiag );
VecReciprocal(Mdiag);
VecPointwiseMult(Mdiag,Mdiag,h);
MatMult( G, Mdiag, f3); ierr=VecAXPY(f,penaltyNumber,f3);/* f <- f +a*f2 */
Stg_VecDestroy(&Mdiag);
}
break;
case (K2_DGMGD):
{
Mat M;
Vec Mdiag;
VecDuplicate( u, &f3 );
M = bsscrp_self->solver->mStiffMat->matrix;
MatGetVecs( M, &Mdiag, PETSC_NULL );
MatGetDiagonal( M, Mdiag );
VecReciprocal(Mdiag);
VecPointwiseMult(Mdiag,Mdiag,h);
MatMult( G, Mdiag, f3); ierr=VecAXPY(f,penaltyNumber,f3);/* f <- f +a*f2 */
Stg_VecDestroy(&Mdiag);
}
break;
case (K2_NULL):
{
;
}
break;
case (K2_SLE):
{
;
}
break;
}
}
}
}
/* Create Schur complement matrix */
MatCreateSchurComplement(K,K,G,D,C, &S);
MatSchurComplementGetKSP( S, &ksp_inner);
KSPGetPC( ksp_inner, &pcInner );
/***************************************************************************************************************/
/***************************************************************************************************************/
/********* SET PREFIX FOR INNER/VELOCITY KSP *************************************************************/
KSPSetOptionsPrefix( ksp_inner, "A11_" );
KSPSetFromOptions( ksp_inner );
Stg_KSPSetOperators(ksp_inner, K, K, DIFFERENT_NONZERO_PATTERN);
useNormInfStoppingConditions = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL ,"-A11_use_norm_inf_stopping_condition", &useNormInfStoppingConditions, &found );
if(useNormInfStoppingConditions)
BSSCR_KSPSetNormInfConvergenceTest( ksp_inner );
useNormInfMonitor = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL, "-A11_ksp_norm_inf_monitor", &useNormInfMonitor, &found );
if(useNormInfMonitor) KSPMonitorSet( ksp_inner, BSSCR_KSPNormInfMonitor, PETSC_NULL, PETSC_NULL );
useNormInfMonitor = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL, "-A11_ksp_norm_inf_to_norm_2_monitor", &useNormInfMonitor, &found );
if(useNormInfMonitor) KSPMonitorSet( ksp_inner, BSSCR_KSPNormInfToNorm2Monitor, PETSC_NULL, PETSC_NULL );
/***************************************************************************************************************/
/***************************************************************************************************************/
/* If multigrid is enabled, set it now. */
change_A11rhspresolve = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL, "-change_A11rhspresolve", &change_A11rhspresolve, &found );
if(bsscrp_self->solver->mg_active && !change_A11rhspresolve) { mgSetupTime=setupMG( bsscrp_self, ksp_inner, pcInner, K, &mgCtx ); }
/***************************************************************************************************************/
/***************************************************************************************************************/
/* create right hand side */
if(change_A11rhspresolve){
//Stg_KSPDestroy(&ksp_inner );
KSPCreate(PETSC_COMM_WORLD, &ksp_new_inner);
Stg_KSPSetOperators(ksp_new_inner, K, K, DIFFERENT_NONZERO_PATTERN);
KSPSetOptionsPrefix(ksp_new_inner, "rhsA11_");
MatSchurComplementSetKSP( S, ksp_new_inner );/* this call destroys the ksp_inner that is already set on S */
ksp_inner=ksp_new_inner;
KSPGetPC( ksp_inner, &pcInner );
KSPSetFromOptions(ksp_inner); /* make sure we are setting up our solver how we want it */
}
MatGetVecs( S, PETSC_NULL, &h_hat );
Vec f_tmp;
/* It may be the case that the current velocity solution might not be bad guess for f_tmp? <-- maybe not */
MatGetVecs( K, PETSC_NULL, &f_tmp );
scrSolveTime = MPI_Wtime();
KSPSolve(ksp_inner, f, f_tmp);
scrSolveTime = MPI_Wtime() - scrSolveTime;
PetscPrintf( PETSC_COMM_WORLD, "\n\t* KSPSolve for RHS setup Finished in time: %lf seconds\n\n", scrSolveTime);
MatMult(D, f_tmp, h_hat);
VecAYPX(h_hat, -1.0, h); /* Computes y = x + alpha y. h_hat -> h - Gt*K^(-1)*f*/
Stg_VecDestroy(&f_tmp);
if(bsscrp_self->solver->mg_active && change_A11rhspresolve) {
//Stg_KSPDestroy(&ksp_inner );
KSPCreate(PETSC_COMM_WORLD, &ksp_new_inner);
Stg_KSPSetOperators(ksp_new_inner, K, K, DIFFERENT_NONZERO_PATTERN);
KSPSetOptionsPrefix( ksp_new_inner, "A11_" );
MatSchurComplementSetKSP( S, ksp_new_inner );
ksp_inner=ksp_new_inner;
//MatSchurSetKSP( S, ksp_inner );
KSPGetPC( ksp_inner, &pcInner );
KSPSetFromOptions( ksp_inner );
mgSetupTime=setupMG( bsscrp_self, ksp_inner, pcInner, K, &mgCtx );
}
/* create solver for S p = h_hat */
KSPCreate( PETSC_COMM_WORLD, &ksp_S );
KSPSetOptionsPrefix( ksp_S, "scr_");
/* By default use the UW approxS Schur preconditioner -- same as the one used by the Uzawa solver */
/* Note that if scaling is activated then the approxS matrix has been scaled already */
/* so no need to rebuild in the case of scaling as we have been doing */
if(!approxS){ PetscPrintf( PETSC_COMM_WORLD, "WARNING approxS is NULL\n"); }
Stg_KSPSetOperators( ksp_S, S, S, SAME_NONZERO_PATTERN );
KSPSetType( ksp_S, "cg" );
KSPGetPC( ksp_S, &pc_S );
BSSCR_BSSCR_StokesCreatePCSchur2( K,G,D,C,approxS, pc_S, sym, bsscrp_self );
flg=0;
PetscOptionsGetString( PETSC_NULL, "-NN", name, PETSC_MAX_PATH_LEN-1, &flg );
if(flg){
Mat Smat, Pmat;
//MatStructure mstruct;
Stg_PCGetOperators( pc_S, &Smat, &Pmat, NULL );
sprintf(str,"%s/",name); sprintf(matname,"Pmat%s",suffix);
bsscr_dirwriteMat( Pmat, matname,str, "Writing Pmat matrix in al Solver");
}
uzawastyle=PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL, "-uzawa_style", &uzawastyle, &found );
if(uzawastyle){
/* now want to set up the ksp_S->pc to be of type ksp (gmres) by default to match Uzawa */
KSP pc_ksp;
KSPGetPC( ksp_S, &pc_S );
PCSetType(pc_S,PCKSP);
PCKSPGetKSP( pc_S, &pc_ksp);
KSPSetType(pc_ksp, "gmres" );
KSPSetOptionsPrefix( pc_ksp, "scrPCKSP_");
KSPSetFromOptions( pc_ksp );
}
KSPSetFromOptions( ksp_S );
/* Set specific monitor test */
KSPGetTolerances( ksp_S, PETSC_NULL, PETSC_NULL, PETSC_NULL, &max_it );
// Weirdness with petsc 3.2 here...look at it later
//BSSCR_KSPLogSetMonitor( ksp_S, max_it, &monitor_index );
/***************************************************************************************************************/
/* Pressure / Velocity Solve */
/***************************************************************************************************************/
PetscPrintf( PETSC_COMM_WORLD, "\t* Pressure / Velocity Solve \n");
/***************************************************************************************************************/
/***************************************************************************************************************/
usePreviousGuess = PETSC_FALSE;
if(been_here)
PetscOptionsGetTruth( PETSC_NULL, "-scr_use_previous_guess", &usePreviousGuess, &found );
if(usePreviousGuess) { /* Note this should actually look at checkpoint information */
KSPSetInitialGuessNonzero( ksp_S, PETSC_TRUE ); }
else {
KSPSetInitialGuessNonzero( ksp_S, PETSC_FALSE ); }
/***************************************************************************************************************/
/***************************************************************************************************************/
/******* SET CONVERGENCE TESTS *************************************************************************/
useNormInfStoppingConditions = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL ,"-scr_use_norm_inf_stopping_condition", &useNormInfStoppingConditions, &found );
if(useNormInfStoppingConditions)
BSSCR_KSPSetNormInfConvergenceTest(ksp_S);
useNormInfMonitor = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL, "-scr_ksp_norm_inf_monitor", &useNormInfMonitor, &found );
if(useNormInfMonitor)
KSPMonitorSet( ksp_S, BSSCR_KSPNormInfToNorm2Monitor, PETSC_NULL, PETSC_NULL );
/***************************************************************************************************************/
/***************************************************************************************************************/
/******* PRESSURE SOLVE ************************************************************************************/
PetscPrintf( PETSC_COMM_WORLD, "\t* KSPSolve( ksp_S, h_hat, p )\n");
/* if h_hat needs to be fixed up ..take out any nullspace vectors here */
/* we want to check that there is no "noise" in the null-space in the h vector */
/* this causes problems when we are trying to solve a Jacobian system when the Residual is almost converged */
if(bsscrp_self->check_pressureNS){
bsscrp_self->buildPNS(ksp);/* build and set nullspace vectors on bsscr - which is on ksp (function pointer is set in KSPSetUp_BSSCR) */
}
PetscScalar hnorm, gnorm;
MatNorm(G,NORM_INFINITY,&gnorm);
VecNorm(h_hat, NORM_2, &hnorm);
hnorm=hnorm/gnorm;
if((hnorm < 1e-6) && (hnorm > 1e-20)){
VecScale(h_hat,1.0/hnorm);
}
/* test to see if v or t are in nullspace of G and orthogonalize wrt h_hat if needed */
KSPRemovePressureNullspace_BSSCR(ksp, h_hat);
/* set convergence test to use min_it */
found = PETSC_FALSE;
min_it = 0;
PetscOptionsGetInt( PETSC_NULL,"-scr_ksp_set_min_it_converge", &min_it, &found);
if(found && min_it > 0){
BSSCR_KSPSetConvergenceMinIts(ksp_S, min_it, bsscrp_self);
}
/** Pressure Solve **/
PetscGetFlops(&flopsA);
scrSolveTime = MPI_Wtime();
KSPSolve( ksp_S, h_hat, p );
scrSolveTime = MPI_Wtime() - scrSolveTime;
PetscGetFlops(&flopsB);
PetscPrintf( PETSC_COMM_WORLD, "\n\t* KSPSolve( ksp_S, h_hat, p ) Solve Finished in time: %lf seconds\n\n", scrSolveTime);
bsscrp_self->solver->stats.pressure_time=scrSolveTime;
bsscrp_self->solver->stats.pressure_flops=(double)(flopsB-flopsA);
/***************************************/
if((hnorm < 1e-6) && (hnorm > 1e-20)){
VecScale(h_hat,hnorm);
VecScale(p,hnorm);
}
KSPRemovePressureNullspace_BSSCR(ksp, p);
/***************************************************************************************************************/
/***************************************************************************************************************/
/* restore K and f for the Velocity back solve */
found = PETSC_FALSE;
restorek = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL, "-restore_K", &restorek, &found);
//PetscOptionsGetString( PETSC_NULL, "-restore_K", name, PETSC_MAX_PATH_LEN-1, &flg );
if(penaltyNumber > 1e-10 && bsscrp_self->k2type){
if(restorek){
penaltyNumber = -penaltyNumber;
if(f2) { ierr=VecAXPY(f,penaltyNumber,f2); }/* f <- f +a*f2 */
if(f3) { ierr=VecAXPY(f,penaltyNumber,f3); }/* f <- f +a*f3 */
ierr=MatAXPY(K,penaltyNumber,K2,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);/* Computes K = penaltyNumber*K2 + K */
//K=Korig;
Stg_KSPSetOperators(ksp_inner, K, K, DIFFERENT_NONZERO_PATTERN);
KisJustK=PETSC_TRUE;
}
}
if(f3){ Stg_VecDestroy(&f3 ); } /* always destroy this local vector if was created */
/* obtain solution for u */
VecDuplicate( u, &t ); MatMult( G, p, t); VecAYPX( t, -1.0, f ); /*** t <- -t + f = f - G*p ***/
MatSchurComplementGetKSP( S, &ksp_inner );
a11SingleSolveTime = MPI_Wtime(); /* ---------------------------------- Final V Solve */
if(usePreviousGuess) KSPSetInitialGuessNonzero( ksp_inner, PETSC_TRUE );
/***************************************************************************************************************/
/***************************************************************************************************************/
/******* VELOCITY SOLVE ************************************************************************************/
/** Easier to just create a new KSP here if we want to do backsolve diffferently. (getting petsc errors now when switching from fgmres) */
change_backsolve=PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL, "-change_backsolve", &change_backsolve, &found );
if(change_backsolve){
//Stg_KSPDestroy(&ksp_inner );
KSPCreate(PETSC_COMM_WORLD, &ksp_new_inner);
Stg_KSPSetOperators(ksp_new_inner, K, K, DIFFERENT_NONZERO_PATTERN);
KSPSetOptionsPrefix(ksp_new_inner, "backsolveA11_");
KSPSetFromOptions(ksp_new_inner); /* make sure we are setting up our solver how we want it */
MatSchurComplementSetKSP( S, ksp_new_inner );/* need to give the Schur it's inner ksp back for when we destroy it at end */
ksp_inner=ksp_new_inner;
}
PetscGetFlops(&flopsA);
KSPSolve(ksp_inner, t, u); /* Solve, then restore default tolerance and initial guess */
PetscGetFlops(&flopsB);
bsscrp_self->solver->stats.velocity_backsolve_flops=(double)(flopsB-flopsA);
a11SingleSolveTime = MPI_Wtime() - a11SingleSolveTime; /* ------------------ Final V Solve */
bsscrp_self->solver->stats.velocity_backsolve_time=a11SingleSolveTime;
flg=0;
PetscOptionsGetString( PETSC_NULL, "-solutiondumpdir", name, PETSC_MAX_PATH_LEN-1, &flg );
if(flg){
sprintf(str,"%s/",name); sprintf(matname,"p%s",suffix);
bsscr_dirwriteVec( p, matname,str, "Writing p vector in al Solver");
sprintf(str,"%s/",name); sprintf(matname,"u%s",suffix);
bsscr_dirwriteVec( u, matname,str, "Writing u vector in al Solver");
sprintf(str,"%s/",name); sprintf(matname,"h_hat%s",suffix);
bsscr_dirwriteVec( h_hat, matname,str, "Writing h_hat vector in al Solver");
}
found = PETSC_FALSE;
restorek = PETSC_FALSE;
PetscOptionsGetTruth( PETSC_NULL, "-restore_K_after_solve", &restorek, &found);
if(penaltyNumber > 1e-10 && bsscrp_self->k2type){
if(restorek){
penaltyNumber = -penaltyNumber;
ierr=MatAXPY(K,penaltyNumber,K2,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);/* Computes K = penaltyNumber*K2 + K */
KisJustK=PETSC_TRUE;
}
}
/***************************************************************************************************************/
/***************************************************************************************************************/
/****** SOLUTION SUMMARY ******************************************************************************/
bsscr_summary(bsscrp_self,ksp_S,ksp_inner,K,K2,D,G,C,u,p,f,h,t,penaltyNumber,KisJustK, mgSetupTime, scrSolveTime, a11SingleSolveTime);
//bsscr_summary(bsscrp_self,ksp_S,ksp_inner,K,Korig,K2,D,G,C,u,p,f,h,t,penaltyNumber,KisJustK, mgSetupTime, scrSolveTime, a11SingleSolveTime);
/***************************************************************************************************************/
/***************************************************************************************************************/
Stg_VecDestroy(&t );
Stg_KSPDestroy(&ksp_S );
Stg_VecDestroy(&h_hat );
Stg_MatDestroy(&S );//This will destroy ksp_inner: also.. pcInner == pc_MG and is destroyed when ksp_inner is
been_here = 1;
PetscFunctionReturn(0);
}
PetscErrorCode PCBDDCSubSchursSetUp(PCBDDCSubSchurs sub_schurs, Mat S, IS is_A_I, IS is_A_B, PetscInt ncc, IS is_cc[], PetscInt xadj[], PetscInt adjncy[], PetscInt nlayers)
{
Mat A_II,A_IB,A_BI,A_BB;
ISLocalToGlobalMapping BtoNmap,ItoNmap;
PetscBT touched;
PetscInt i,n_I,n_B,n_local,*local_numbering;
PetscBool is_sorted;
PetscErrorCode ierr;
PetscFunctionBegin;
ierr = ISSorted(is_A_I,&is_sorted);CHKERRQ(ierr);
if (!is_sorted) {
SETERRQ(PetscObjectComm((PetscObject)is_A_I),PETSC_ERR_PLIB,"IS for I dofs should be shorted");
}
ierr = ISSorted(is_A_B,&is_sorted);CHKERRQ(ierr);
if (!is_sorted) {
SETERRQ(PetscObjectComm((PetscObject)is_A_B),PETSC_ERR_PLIB,"IS for B dofs should be shorted");
}
/* get sizes */
ierr = ISGetLocalSize(is_A_I,&n_I);CHKERRQ(ierr);
ierr = ISGetLocalSize(is_A_B,&n_B);CHKERRQ(ierr);
n_local = n_I+n_B;
/* maps */
ierr = ISLocalToGlobalMappingCreateIS(is_A_B,&BtoNmap);CHKERRQ(ierr);
if (nlayers >= 0 && xadj != NULL && adjncy != NULL) { /* I problems have a different size of the original ones */
ierr = ISLocalToGlobalMappingCreateIS(is_A_I,&ItoNmap);CHKERRQ(ierr);
/* allocate some auxiliary space */
ierr = PetscMalloc1(n_local,&local_numbering);CHKERRQ(ierr);
ierr = PetscBTCreate(n_local,&touched);CHKERRQ(ierr);
} else {
ItoNmap = 0;
local_numbering = 0;
touched = 0;
}
/* get Schur complement matrices */
ierr = MatSchurComplementGetSubMatrices(S,&A_II,NULL,&A_IB,&A_BI,&A_BB);CHKERRQ(ierr);
/* allocate space for schur complements */
ierr = PetscMalloc5(ncc,&sub_schurs->is_AEj_I,ncc,&sub_schurs->is_AEj_B,ncc,&sub_schurs->S_Ej,ncc,&sub_schurs->work1,ncc,&sub_schurs->work2);CHKERRQ(ierr);
sub_schurs->n_subs = ncc;
/* cycle on subsets and extract schur complements */
for (i=0;i<sub_schurs->n_subs;i++) {
Mat AE_II,AE_IE,AE_EI,AE_EE;
IS is_I,is_subset_B;
/* get IS for subsets in B numbering */
ierr = ISDuplicate(is_cc[i],&sub_schurs->is_AEj_B[i]);CHKERRQ(ierr);
ierr = ISSort(sub_schurs->is_AEj_B[i]);CHKERRQ(ierr);
ierr = ISGlobalToLocalMappingApplyIS(BtoNmap,IS_GTOLM_DROP,sub_schurs->is_AEj_B[i],&is_subset_B);CHKERRQ(ierr);
/* BB block on subset */
ierr = MatGetSubMatrix(A_BB,is_subset_B,is_subset_B,MAT_INITIAL_MATRIX,&AE_EE);CHKERRQ(ierr);
if (ItoNmap) { /* is ItoNmap has been computed, extracts only a part of I dofs */
const PetscInt* idx_B;
PetscInt n_local_dofs,n_prev_added,j,layer,subset_size;
/* all boundary dofs must be skipped when adding layers */
ierr = PetscBTMemzero(n_local,touched);CHKERRQ(ierr);
ierr = ISGetIndices(is_A_B,&idx_B);CHKERRQ(ierr);
for (j=0;j<n_B;j++) {
ierr = PetscBTSet(touched,idx_B[j]);CHKERRQ(ierr);
}
ierr = ISRestoreIndices(is_A_B,&idx_B);CHKERRQ(ierr);
/* add next layers of dofs */
ierr = ISGetLocalSize(is_cc[i],&subset_size);CHKERRQ(ierr);
ierr = ISGetIndices(is_cc[i],&idx_B);CHKERRQ(ierr);
ierr = PetscMemcpy(local_numbering,idx_B,subset_size*sizeof(PetscInt));CHKERRQ(ierr);
ierr = ISRestoreIndices(is_cc[i],&idx_B);CHKERRQ(ierr);
n_local_dofs = subset_size;
n_prev_added = subset_size;
for (layer=0;layer<nlayers;layer++) {
PetscInt n_added;
if (n_local_dofs == n_I+subset_size) break;
if (n_local_dofs > n_I+subset_size) {
SETERRQ3(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error querying layer %d. Out of bound access (%d > %d)",layer,n_local_dofs,n_I+subset_size);
}
ierr = PCBDDCAdjGetNextLayer_Private(local_numbering+n_local_dofs,n_prev_added,touched,xadj,adjncy,&n_added);CHKERRQ(ierr);
n_prev_added = n_added;
n_local_dofs += n_added;
if (!n_added) break;
}
/* IS for I dofs in original numbering and in I numbering */
ierr = ISCreateGeneral(PetscObjectComm((PetscObject)ItoNmap),n_local_dofs-subset_size,local_numbering+subset_size,PETSC_COPY_VALUES,&sub_schurs->is_AEj_I[i]);CHKERRQ(ierr);
ierr = ISSort(sub_schurs->is_AEj_I[i]);CHKERRQ(ierr);
ierr = ISGlobalToLocalMappingApplyIS(ItoNmap,IS_GTOLM_DROP,sub_schurs->is_AEj_I[i],&is_I);CHKERRQ(ierr);
/* II block */
ierr = MatGetSubMatrix(A_II,is_I,is_I,MAT_INITIAL_MATRIX,&AE_II);CHKERRQ(ierr);
} else { /* in this case we can take references of already existing IS and matrices for I dofs */
/* IS for I dofs in original numbering */
ierr = PetscObjectReference((PetscObject)is_A_I);CHKERRQ(ierr);
sub_schurs->is_AEj_I[i] = is_A_I;
/* IS for I dofs in I numbering TODO: "first" argument of ISCreateStride is not general */
ierr = ISCreateStride(PetscObjectComm((PetscObject)is_A_I),n_I,0,1,&is_I);CHKERRQ(ierr);
/* II block is the same */
ierr = PetscObjectReference((PetscObject)A_II);CHKERRQ(ierr);
AE_II = A_II;
}
/* IE block */
ierr = MatGetSubMatrix(A_IB,is_I,is_subset_B,MAT_INITIAL_MATRIX,&AE_IE);CHKERRQ(ierr);
/* EI block */
ierr = MatGetSubMatrix(A_BI,is_subset_B,is_I,MAT_INITIAL_MATRIX,&AE_EI);CHKERRQ(ierr);
/* setup Schur complements on subset */
ierr = MatCreateSchurComplement(AE_II,AE_II,AE_IE,AE_EI,AE_EE,&sub_schurs->S_Ej[i]);CHKERRQ(ierr);
ierr = MatGetVecs(sub_schurs->S_Ej[i],&sub_schurs->work1[i],&sub_schurs->work2[i]);CHKERRQ(ierr);
if (AE_II == A_II) { /* we can reuse the same ksp */
KSP ksp;
ierr = MatSchurComplementGetKSP(S,&ksp);CHKERRQ(ierr);
ierr = MatSchurComplementSetKSP(sub_schurs->S_Ej[i],ksp);CHKERRQ(ierr);
} else { /* build new ksp object which inherits ksp and pc types from the original one */
KSP origksp,schurksp;
PC origpc,schurpc;
KSPType ksp_type;
PCType pc_type;
PetscInt n_internal;
ierr = MatSchurComplementGetKSP(S,&origksp);CHKERRQ(ierr);
ierr = MatSchurComplementGetKSP(sub_schurs->S_Ej[i],&schurksp);CHKERRQ(ierr);
ierr = KSPGetType(origksp,&ksp_type);CHKERRQ(ierr);
ierr = KSPSetType(schurksp,ksp_type);CHKERRQ(ierr);
ierr = KSPGetPC(schurksp,&schurpc);CHKERRQ(ierr);
ierr = KSPGetPC(origksp,&origpc);CHKERRQ(ierr);
ierr = PCGetType(origpc,&pc_type);CHKERRQ(ierr);
ierr = PCSetType(schurpc,pc_type);CHKERRQ(ierr);
ierr = ISGetSize(is_I,&n_internal);CHKERRQ(ierr);
if (n_internal) { /* UMFPACK gives error with 0 sized problems */
MatSolverPackage solver=NULL;
ierr = PCFactorGetMatSolverPackage(origpc,(const MatSolverPackage*)&solver);CHKERRQ(ierr);
if (solver) {
ierr = PCFactorSetMatSolverPackage(schurpc,solver);CHKERRQ(ierr);
}
}
ierr = KSPSetUp(schurksp);CHKERRQ(ierr);
}
/* free */
ierr = MatDestroy(&AE_II);CHKERRQ(ierr);
ierr = MatDestroy(&AE_EE);CHKERRQ(ierr);
ierr = MatDestroy(&AE_IE);CHKERRQ(ierr);
ierr = MatDestroy(&AE_EI);CHKERRQ(ierr);
ierr = ISDestroy(&is_I);CHKERRQ(ierr);
ierr = ISDestroy(&is_subset_B);CHKERRQ(ierr);
}
/* free */
ierr = ISLocalToGlobalMappingDestroy(&ItoNmap);CHKERRQ(ierr);
ierr = ISLocalToGlobalMappingDestroy(&BtoNmap);CHKERRQ(ierr);
ierr = PetscFree(local_numbering);CHKERRQ(ierr);
ierr = PetscBTDestroy(&touched);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
