#include "BSprivate.h"
/*@ BSback_solve - Backward triangular matrix solution on a
single vector
Input Parameters:
. A - The sparse matrix
. x - The rhs
. comm - The communication structure for A
. procinfo - the usual processor information
Output Parameters:
. x - on exit contains the solution vector
Returns:
void
@*/
void BSback_solve(BSpar_mat *A, FLOAT *x, BScomm *comm, BSprocinfo *procinfo)
{
BMcomp_msg *from_msg, *to_msg;
BMphase *to_phase, *from_phase;
BMmsg *msg;
int i, j, k;
int cl_ind, in_ind;
int count, size, ind, num_cols;
int *row;
FLOAT *nz;
BScl_2_inode *clique2inode = A->clique2inode;
BSnumbering *color2clique = A->color2clique;
BSinode *inodes = A->inodes->list;
int *in_index = clique2inode->inode_index;
int *proc = clique2inode->proc;
BSdense *d_mats = clique2inode->d_mats;
int *data_ptr, msg_len;
FLOAT *msg_buf, *matrix;
int my_id = procinfo->my_id;
FLOAT *work;
char UP = 'U';
char TR = 'T';
char NTR = 'N';
char ND = 'N';
int *col2cl = color2clique->numbers;
int length = color2clique->length;
int start, finish, symmetric;
int ione = 1;
FLOAT one = 1.0;
FLOAT zero = 0.0;
FLOAT minus_one = -1.0;
FLOAT DDOT();
int *gnum = A->global_row_num->numbers;
int *iperm = A->inv_perm->perm;
/* Is the symmetric data structure used? */
symmetric = A->icc_storage;
if(symmetric) {
from_msg = comm->to_msg; /* we do mean to switch these */
to_msg = comm->from_msg;
} else {
from_msg = comm->from_msg; /* do not switch for ILU case */
to_msg = comm->to_msg;
}
/* get some work space */
MY_MALLOC(work,(FLOAT *),sizeof(FLOAT)*A->num_rows,1);
/* post for all messages */
BMinit_comp_msg(from_msg,procinfo); CHKERR(0);
/* now do this phase by phase */
for (i=length-2;i>=0;i--) {
start = col2cl[i];
finish = col2cl[i+1];
if(!symmetric) {
/* invert the diagonals and find the answers */
for (cl_ind=start;cl_ind<finish;cl_ind++) {
if (my_id == proc[cl_ind]) {
size = clique2inode->d_mats[cl_ind].size;
ind = clique2inode->d_mats[cl_ind].local_ind;
matrix = clique2inode->d_mats[cl_ind].matrix;
/* can't do much better (likely) on this DGEMV */
DGEMV(&NTR,&size,&size,&one,matrix,&size,&(x[ind]),&ione,&zero,
work,&ione);
for (k=0; k<size; k++) x[ind+k] = work[k];
}
}
}
/* first send my messages */
/* this will involve computing partial sums */
to_phase = BMget_phase(to_msg,i); CHKERR(0);
msg = NULL;
while ((msg = BMnext_msg(to_phase,msg)) != NULL) {
CHKERR(0);
msg_buf = (FLOAT *) BMget_msg_ptr(msg); CHKERR(0);
data_ptr = BMget_user(msg,&msg_len); CHKERR(0);
if(symmetric) {
count = 0;
for (cl_ind=data_ptr[0];cl_ind<=data_ptr[1];cl_ind++) {
for (in_ind=in_index[cl_ind];
in_ind<in_index[cl_ind+1];in_ind++) {
row = inodes[in_ind].row_num;
nz = inodes[in_ind].nz;
size = inodes[in_ind].length;
num_cols = inodes[in_ind].num_cols;
if (size > 0) {
#ifdef MY_BLAS_DGEMV_ON
if (num_cols > DGEMV_UNROLL_LVL) {
for (k=0;k<size;k++) work[k] = x[row[k]];
DGEMV(&TR,&size,&num_cols,&one,nz,&size,
work,&ione,&zero,&(msg_buf[count]),&ione);
} else {
MY_DGEMV_Y_1101(size,num_cols,nz,size,x,row,
&(msg_buf[count]));
}
#else
for (k=0;k<size;k++) work[k] = x[row[k]];
DGEMV(&TR,&size,&num_cols,&one,nz,&size,
work,&ione,&zero,&(msg_buf[count]),&ione);
#endif
}
count += num_cols;
}
}
} else {
for (j=0; j<msg_len; j++)
msg_buf[j] = x[data_ptr[j]];
}
BMsendf_msg(msg,procinfo); CHKERR(0);
}
CHKERR(0);
/* do some local work, multiply by the i-nodes */
for (cl_ind=start;cl_ind<finish;cl_ind++) {
if (my_id == proc[cl_ind]) {
ind = d_mats[cl_ind].local_ind;
for (in_ind=in_index[cl_ind];
in_ind<in_index[cl_ind+1];in_ind++) {
size = inodes[in_ind].length;
num_cols = inodes[in_ind].num_cols;
row = inodes[in_ind].row_num;
nz = inodes[in_ind].nz;
if(symmetric) {
if (size > 0) {
#ifdef MY_BLAS_DGEMV_ON
if (num_cols > DGEMV_UNROLL_LVL) {
for (k=0;k<size;k++) work[k] = x[row[k]];
DGEMV(&TR,&size,&num_cols,&minus_one,nz,&size,
work,&ione,&one,&(x[ind]),&ione);
} else {
MY_DGEMVM1_Y_1111(size,num_cols,nz,size,x,row,
&(x[ind]));
}
#else
for (k=0;k<size;k++) work[k] = x[row[k]];
DGEMV(&TR,&size,&num_cols,&minus_one,nz,&size,
work,&ione,&one,&(x[ind]),&ione);
#endif
}
} else {
/* The following part is added to make sure the nz are */
/* above pivot. (ILU) */
length = size;
size = inodes[in_ind].below_diag;
/*
for (j=length-1; j>=0; j--) {
if (gnum[iperm[row[j]]] > inodes[in_ind].gcol_num)
size--;
else
break;
}
if(size!=inodes[in_ind].below_diag) {
printf("BS, L: size = %d, size2 = %d\n",size,
inodes[in_ind].below_diag);
}
*/
if (size > 0) {
#ifdef MY_BLAS_DGEMV_ON
if (num_cols > DGEMV_UNROLL_LVL) {
DGEMV(&NTR,&size,&num_cols,&one,nz,&length,&(x[ind]),
&ione,&zero,work,&ione);
for (k=0;k<size;k++) x[row[k]] -= work[k];
} else {
MY_DGEMVM1_N_1111(size,num_cols,nz,size,&(x[ind]),
x,row);
}
#else
DGEMV(&NTR,&size,&num_cols,&one,nz,&length,&(x[ind]),
&ione,&zero,work,&ione);
for (k=0;k<size;k++) x[row[k]] -= work[k];
#endif
}
}
ind += num_cols;
}
}
}
/* receive my messages and update my rhs */
from_phase = BMget_phase(from_msg,i); CHKERR(0);
while ((msg = BMrecv_msg(from_phase)) != NULL) {
CHKERR(0);
msg_buf = (FLOAT *) BMget_msg_ptr(msg); CHKERR(0);
data_ptr = BMget_user(msg,&msg_len); CHKERR(0);
if(symmetric) {
msg_len = BMget_msg_size(msg); CHKERR(0);
for (j=0;j<msg_len;j++) x[data_ptr[j]] -= msg_buf[j];
} else {
count = 0;
for (cl_ind=data_ptr[0]; cl_ind<=data_ptr[1]; cl_ind++) {
for (in_ind=clique2inode->inode_index[cl_ind];
in_ind<clique2inode->inode_index[cl_ind+1]; in_ind++) {
row = inodes[in_ind].row_num;
nz = inodes[in_ind].nz;
/*size = inodes[in_ind].length;*/
length = inodes[in_ind].length;
num_cols = inodes[in_ind].num_cols;
size = inodes[in_ind].below_diag;
/*
for (j=length-1; j>=0; j--) {
if (gnum[iperm[row[j]]] > inodes[in_ind].gcol_num)
size--;
else
break;
}
if(size!=inodes[in_ind].below_diag) {
printf("NL: size = %d, size2 = %d\n",size,
inodes[in_ind].below_diag);
}
*/
if (size > 0) {
#ifdef MY_BLAS_DGEMV_ON
if (num_cols > DGEMV_UNROLL_LVL) {
DGEMV(&NTR,&size,&num_cols,&one,nz,&length,&(msg_buf[count]),
&ione,&zero,work,&ione);
for (k=0;k<size;k++) x[row[k]] -= work[k];
} else {
MY_DGEMVM1_N_1111(size,num_cols,nz,length,
&(msg_buf[count]),x,row);
}
#else
DGEMV(&NTR,&size,&num_cols,&one,nz,&length,&(msg_buf[count]),
&ione,&zero,work,&ione);
for (k=0;k<size;k++) x[row[k]] -= work[k];
#endif
}
count += num_cols;
}
}
}
BMfree_msg(msg); CHKERR(0);
}
CHKERR(0);
if(symmetric) {
/* invert the diagonals and find the answers */
for (cl_ind=start;cl_ind<finish;cl_ind++) {
if (my_id == proc[cl_ind]) {
/* first, multiply the clique */
/* only do the strictly upper triangular part */
/* we ASSUME the diagonal is all 1's */
size = clique2inode->d_mats[cl_ind].size;
#ifdef MY_BLAS_DTRMV_ON
MY_DTRMV_N_U(size,d_mats[cl_ind].matrix,size,
&(x[d_mats[cl_ind].local_ind]),work);
#else
DTRMV(&UP,&NTR,&ND,&size,d_mats[cl_ind].matrix,&size,
&(x[d_mats[cl_ind].local_ind]),&ione);
#endif
}
}
}
}
MY_FREE(work);
/* wait for all of the sent messages to finish */
BMfinish_comp_msg(to_msg,procinfo); CHKERR(0);
MLOG_flop((2*A->local_nnz));
}
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