//------------------------------------------------------------------------------ // UMFPACK/Source/umf_store_lu: store current front in LU factors //------------------------------------------------------------------------------ // UMFPACK, Copyright (c) 2005-2023, Timothy A. Davis, All Rights Reserved. // SPDX-License-Identifier: GPL-2.0+ //------------------------------------------------------------------------------ /* Store the LU factors. Called by the kernel. Returns TRUE if successful, FALSE if out of memory. */ #include "umf_internal.h" #include "umf_store_lu.h" #include "umf_mem_alloc_head_block.h" #include "umf_get_memory.h" /* ========================================================================== */ #ifdef DROP Int UMF_store_lu_drop #else Int UMF_store_lu #endif ( NumericType *Numeric, WorkType *Work ) { /* ---------------------------------------------------------------------- */ /* local variables */ /* ---------------------------------------------------------------------- */ Entry pivot_value ; #ifdef DROP double droptol ; #endif Entry *D, *Lval, *Uval, *Fl1, *Fl2, *Fu1, *Fu2, *Flublock, *Flblock, *Fublock ; Int i, k, fnr_curr, fnrows, fncols, row, col, pivrow, pivcol, *Frows, *Fcols, *Lpattern, *Upattern, *Lpos, *Upos, llen, ulen, fnc_curr, fnpiv, uilen, lnz, unz, nb, *Lilen, *Uilen, *Lip, *Uip, *Li, *Ui, pivcol_position, newLchain, newUchain, pivrow_position, p, size, lip, uip, lnzi, lnzx, unzx, lnz2i, lnz2x, unz2i, unz2x, zero_pivot, *Pivrow, *Pivcol, kk, Lnz [MAXNB] ; #ifndef NDEBUG Int *Col_degree, *Row_degree ; #endif #ifdef DROP Int all_lnz, all_unz ; droptol = Numeric->droptol ; #endif /* ---------------------------------------------------------------------- */ /* get parameters */ /* ---------------------------------------------------------------------- */ fnrows = Work->fnrows ; fncols = Work->fncols ; fnpiv = Work->fnpiv ; Lpos = Numeric->Lpos ; Upos = Numeric->Upos ; Lilen = Numeric->Lilen ; Uilen = Numeric->Uilen ; Lip = Numeric->Lip ; Uip = Numeric->Uip ; D = Numeric->D ; Flublock = Work->Flublock ; Flblock = Work->Flblock ; Fublock = Work->Fublock ; fnr_curr = Work->fnr_curr ; fnc_curr = Work->fnc_curr ; Frows = Work->Frows ; Fcols = Work->Fcols ; #ifndef NDEBUG Col_degree = Numeric->Cperm ; /* for NON_PIVOTAL_COL macro */ Row_degree = Numeric->Rperm ; /* for NON_PIVOTAL_ROW macro */ #endif Lpattern = Work->Lpattern ; llen = Work->llen ; Upattern = Work->Upattern ; ulen = Work->ulen ; nb = Work->nb ; #ifndef NDEBUG DEBUG1 (("\nSTORE LU: fnrows "ID " fncols "ID"\n", fnrows, fncols)) ; DEBUG2 (("\nFrontal matrix, including all space:\n" "fnr_curr "ID" fnc_curr "ID" nb "ID"\n" "fnrows "ID" fncols "ID" fnpiv "ID"\n", fnr_curr, fnc_curr, nb, fnrows, fncols, fnpiv)) ; DEBUG2 (("\nJust the active part:\n")) ; DEBUG7 (("C block: ")) ; UMF_dump_dense (Work->Fcblock, fnr_curr, fnrows, fncols) ; DEBUG7 (("L block: ")) ; UMF_dump_dense (Work->Flblock, fnr_curr, fnrows, fnpiv); DEBUG7 (("U' block: ")) ; UMF_dump_dense (Work->Fublock, fnc_curr, fncols, fnpiv) ; DEBUG7 (("LU block: ")) ; UMF_dump_dense (Work->Flublock, nb, fnpiv, fnpiv) ; DEBUG7 (("Current frontal matrix: (prior to store LU)\n")) ; UMF_dump_current_front (Numeric, Work, TRUE) ; #endif Pivrow = Work->Pivrow ; Pivcol = Work->Pivcol ; /* ---------------------------------------------------------------------- */ /* store the columns of L */ /* ---------------------------------------------------------------------- */ for (kk = 0 ; kk < fnpiv ; kk++) { /* ------------------------------------------------------------------ */ /* one more pivot row and column is being stored into L and U */ /* ------------------------------------------------------------------ */ k = Work->npiv + kk ; /* ------------------------------------------------------------------ */ /* find the kth pivot row and pivot column */ /* ------------------------------------------------------------------ */ pivrow = Pivrow [kk] ; pivcol = Pivcol [kk] ; #ifndef NDEBUG ASSERT (pivrow >= 0 && pivrow < Work->n_row) ; ASSERT (pivcol >= 0 && pivcol < Work->n_col) ; DEBUGm4 (( "\n -------------------------------------------------------------" "Store LU: step " ID"\n", k)) ; ASSERT (k < MIN (Work->n_row, Work->n_col)) ; DEBUG2 (("Store column of L, k = "ID", llen "ID"\n", k, llen)) ; for (i = 0 ; i < llen ; i++) { row = Lpattern [i] ; ASSERT (row >= 0 && row < Work->n_row) ; DEBUG2 ((" Lpattern["ID"] "ID" Lpos "ID, i, row, Lpos [row])) ; if (row == pivrow) DEBUG2 ((" <- pivot row")) ; DEBUG2 (("\n")) ; ASSERT (i == Lpos [row]) ; } #endif /* ------------------------------------------------------------------ */ /* remove pivot row from L */ /* ------------------------------------------------------------------ */ /* remove pivot row index from current column of L */ /* if a new Lchain starts, then all entries are removed later */ DEBUG2 (("Removing pivrow from Lpattern, k = "ID"\n", k)) ; ASSERT (!NON_PIVOTAL_ROW (pivrow)) ; pivrow_position = Lpos [pivrow] ; if (pivrow_position != EMPTY) { /* place the last entry in the column in the */ /* position of the pivot row index */ ASSERT (pivrow == Lpattern [pivrow_position]) ; row = Lpattern [--llen] ; /* ASSERT (NON_PIVOTAL_ROW (row)) ; */ Lpattern [pivrow_position] = row ; Lpos [row] = pivrow_position ; Lpos [pivrow] = EMPTY ; } /* ------------------------------------------------------------------ */ /* store the pivot value, for the diagonal matrix D */ /* ------------------------------------------------------------------ */ /* kk-th column of LU block */ Fl1 = Flublock + kk * nb ; /* kk-th column of L in the L block */ Fl2 = Flblock + kk * fnr_curr ; /* kk-th pivot in frontal matrix located in Flublock [kk, kk] */ pivot_value = Fl1 [kk] ; D [k] = pivot_value ; zero_pivot = IS_ZERO (pivot_value) ; DEBUG4 (("Pivot D["ID"]=", k)) ; EDEBUG4 (pivot_value) ; DEBUG4 (("\n")) ; /* ------------------------------------------------------------------ */ /* count nonzeros in kth column of L */ /* ------------------------------------------------------------------ */ lnz = 0 ; lnz2i = 0 ; lnz2x = llen ; #ifdef DROP all_lnz = 0 ; for (i = kk + 1 ; i < fnpiv ; i++) { Entry x ; double s ; x = Fl1 [i] ; if (IS_ZERO (x)) continue ; all_lnz++ ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; lnz++ ; if (Lpos [Pivrow [i]] == EMPTY) lnz2i++ ; } for (i = 0 ; i < fnrows ; i++) { Entry x ; double s ; x = Fl2 [i] ; if (IS_ZERO (x)) continue ; all_lnz++ ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; lnz++ ; if (Lpos [Frows [i]] == EMPTY) lnz2i++ ; } #else for (i = kk + 1 ; i < fnpiv ; i++) { if (IS_ZERO (Fl1 [i])) continue ; lnz++ ; if (Lpos [Pivrow [i]] == EMPTY) lnz2i++ ; } for (i = 0 ; i < fnrows ; i++) { if (IS_ZERO (Fl2 [i])) continue ; lnz++ ; if (Lpos [Frows [i]] == EMPTY) lnz2i++ ; } #endif lnz2x += lnz2i ; /* determine if we start a new Lchain or continue the old one */ if (llen == 0 || zero_pivot) { /* llen == 0 means there is no prior Lchain */ /* D [k] == 0 means the pivot column is empty */ newLchain = TRUE ; } else { newLchain = /* storage for starting a new Lchain */ UNITS (Entry, lnz) + UNITS (Int, lnz) <= /* storage for continuing a prior Lchain */ UNITS (Entry, lnz2x) + UNITS (Int, lnz2i) ; } if (newLchain) { /* start a new chain for column k of L */ DEBUG2 (("Start new Lchain, k = "ID"\n", k)) ; pivrow_position = EMPTY ; /* clear the prior Lpattern */ for (i = 0 ; i < llen ; i++) { row = Lpattern [i] ; Lpos [row] = EMPTY ; } llen = 0 ; lnzi = lnz ; lnzx = lnz ; } else { /* continue the prior Lchain */ DEBUG2 (("Continue Lchain, k = "ID"\n", k)) ; lnzi = lnz2i ; lnzx = lnz2x ; } /* ------------------------------------------------------------------ */ /* allocate space for the column of L */ /* ------------------------------------------------------------------ */ size = UNITS (Int, lnzi) + UNITS (Entry, lnzx) ; #ifndef NDEBUG UMF_allocfail = FALSE ; if (UMF_gprob > 0) { double rrr = ((double) (rand ( ))) / (((double) RAND_MAX) + 1) ; DEBUG4 (("Check random %e %e\n", rrr, UMF_gprob)) ; UMF_allocfail = rrr < UMF_gprob ; if (UMF_allocfail) DEBUGm2 (("Random garbage coll. (store LU)\n")); } #endif p = UMF_mem_alloc_head_block (Numeric, size) ; if (!p) { Int r2, c2 ; /* Do garbage collection, realloc, and try again. */ /* Note that there are pivot rows/columns in current front. */ if (Work->do_grow) { /* full compaction of current frontal matrix, since * UMF_grow_front will be called next anyway. */ r2 = fnrows ; c2 = fncols ; } else { /* partial compaction. */ r2 = MAX (fnrows, Work->fnrows_new + 1) ; c2 = MAX (fncols, Work->fncols_new + 1) ; } DEBUGm3 (("get_memory from umf_store_lu:\n")) ; if (!UMF_get_memory (Numeric, Work, size, r2, c2, TRUE)) { DEBUGm4 (("out of memory: store LU (1)\n")) ; return (FALSE) ; /* out of memory */ } p = UMF_mem_alloc_head_block (Numeric, size) ; if (!p) { DEBUGm4 (("out of memory: store LU (2)\n")) ; return (FALSE) ; /* out of memory */ } /* garbage collection may have moved the current front */ fnc_curr = Work->fnc_curr ; fnr_curr = Work->fnr_curr ; Flublock = Work->Flublock ; Flblock = Work->Flblock ; Fublock = Work->Fublock ; Fl1 = Flublock + kk * nb ; Fl2 = Flblock + kk * fnr_curr ; } /* ------------------------------------------------------------------ */ /* store the column of L */ /* ------------------------------------------------------------------ */ lip = p ; Li = (Int *) (Numeric->Memory + p) ; p += UNITS (Int, lnzi) ; Lval = (Entry *) (Numeric->Memory + p) ; p += UNITS (Entry, lnzx) ; for (i = 0 ; i < lnzx ; i++) { CLEAR (Lval [i]) ; } /* store the numerical entries */ if (newLchain) { /* flag the first column in the Lchain by negating Lip [k] */ lip = -lip ; ASSERT (llen == 0) ; #ifdef DROP for (i = kk + 1 ; i < fnpiv ; i++) { Entry x ; double s ; Int row2, pos ; x = Fl1 [i] ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; row2 = Pivrow [i] ; pos = llen++ ; Lpattern [pos] = row2 ; Lpos [row2] = pos ; Li [pos] = row2 ; Lval [pos] = x ; } for (i = 0 ; i < fnrows ; i++) { Entry x ; double s ; Int row2, pos ; x = Fl2 [i] ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; row2 = Frows [i] ; pos = llen++ ; Lpattern [pos] = row2 ; Lpos [row2] = pos ; Li [pos] = row2 ; Lval [pos] = x ; } #else for (i = kk + 1 ; i < fnpiv ; i++) { Entry x ; Int row2, pos ; x = Fl1 [i] ; if (IS_ZERO (x)) continue ; row2 = Pivrow [i] ; pos = llen++ ; Lpattern [pos] = row2 ; Lpos [row2] = pos ; Li [pos] = row2 ; Lval [pos] = x ; } for (i = 0 ; i < fnrows ; i++) { Entry x ; Int row2, pos ; x = Fl2 [i] ; if (IS_ZERO (x)) continue ; row2 = Frows [i] ; pos = llen++ ; Lpattern [pos] = row2 ; Lpos [row2] = pos ; Li [pos] = row2 ; Lval [pos] = x ; } #endif } else { ASSERT (llen > 0) ; #ifdef DROP for (i = kk + 1 ; i < fnpiv ; i++) { Entry x ; double s ; Int row2, pos ; x = Fl1 [i] ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; row2 = Pivrow [i] ; pos = Lpos [row2] ; if (pos == EMPTY) { pos = llen++ ; Lpattern [pos] = row2 ; Lpos [row2] = pos ; *Li++ = row2 ; } Lval [pos] = x ; } for (i = 0 ; i < fnrows ; i++) { Entry x ; double s ; Int row2, pos ; x = Fl2 [i] ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; row2 = Frows [i] ; pos = Lpos [row2] ; if (pos == EMPTY) { pos = llen++ ; Lpattern [pos] = row2 ; Lpos [row2] = pos ; *Li++ = row2 ; } Lval [pos] = x ; } #else for (i = kk + 1 ; i < fnpiv ; i++) { Entry x ; Int row2, pos ; x = Fl1 [i] ; if (IS_ZERO (x)) continue ; row2 = Pivrow [i] ; pos = Lpos [row2] ; if (pos == EMPTY) { pos = llen++ ; Lpattern [pos] = row2 ; Lpos [row2] = pos ; *Li++ = row2 ; } Lval [pos] = x ; } for (i = 0 ; i < fnrows ; i++) { Entry x ; Int row2, pos ; x = Fl2 [i] ; if (IS_ZERO (x)) continue ; row2 = Frows [i] ; pos = Lpos [row2] ; if (pos == EMPTY) { pos = llen++ ; Lpattern [pos] = row2 ; Lpos [row2] = pos ; *Li++ = row2 ; } Lval [pos] = x ; } #endif } DEBUG4 (("llen "ID" lnzx "ID"\n", llen, lnzx)) ; ASSERT (llen == lnzx) ; ASSERT (lnz <= llen) ; DEBUG4 (("lnz "ID" \n", lnz)) ; #ifdef DROP DEBUG4 (("all_lnz "ID" \n", all_lnz)) ; ASSERT (lnz <= all_lnz) ; Numeric->lnz += lnz ; Numeric->all_lnz += all_lnz ; Lnz [kk] = all_lnz ; #else Numeric->lnz += lnz ; Numeric->all_lnz += lnz ; Lnz [kk] = lnz ; #endif Numeric->nLentries += lnzx ; Work->llen = llen ; Numeric->isize += lnzi ; /* ------------------------------------------------------------------ */ /* the pivot column is fully assembled and scaled, and is now the */ /* k-th column of L */ /* ------------------------------------------------------------------ */ Lpos [pivrow] = pivrow_position ; /* not aliased */ Lip [pivcol] = lip ; /* aliased with Col_tuples */ Lilen [pivcol] = lnzi ; /* aliased with Col_tlen */ } /* ---------------------------------------------------------------------- */ /* store the rows of U */ /* ---------------------------------------------------------------------- */ for (kk = 0 ; kk < fnpiv ; kk++) { /* ------------------------------------------------------------------ */ /* one more pivot row and column is being stored into L and U */ /* ------------------------------------------------------------------ */ k = Work->npiv + kk ; /* ------------------------------------------------------------------ */ /* find the kth pivot row and pivot column */ /* ------------------------------------------------------------------ */ pivrow = Pivrow [kk] ; pivcol = Pivcol [kk] ; #ifndef NDEBUG ASSERT (pivrow >= 0 && pivrow < Work->n_row) ; ASSERT (pivcol >= 0 && pivcol < Work->n_col) ; DEBUG2 (("Store row of U, k = "ID", ulen "ID"\n", k, ulen)) ; for (i = 0 ; i < ulen ; i++) { col = Upattern [i] ; DEBUG2 ((" Upattern["ID"] "ID, i, col)) ; if (col == pivcol) DEBUG2 ((" <- pivot col")) ; DEBUG2 (("\n")) ; ASSERT (col >= 0 && col < Work->n_col) ; ASSERT (i == Upos [col]) ; } #endif /* ------------------------------------------------------------------ */ /* get the pivot value, for the diagonal matrix D */ /* ------------------------------------------------------------------ */ zero_pivot = IS_ZERO (D [k]) ; /* ------------------------------------------------------------------ */ /* count the nonzeros in the row of U */ /* ------------------------------------------------------------------ */ /* kk-th row of U in the LU block */ Fu1 = Flublock + kk ; /* kk-th row of U in the U block */ Fu2 = Fublock + kk * fnc_curr ; unz = 0 ; unz2i = 0 ; unz2x = ulen ; DEBUG2 (("unz2x is "ID", lnzx "ID"\n", unz2x, lnzx)) ; /* if row k does not end a Uchain, pivcol not included in ulen */ ASSERT (!NON_PIVOTAL_COL (pivcol)) ; pivcol_position = Upos [pivcol] ; if (pivcol_position != EMPTY) { unz2x-- ; DEBUG2 (("(exclude pivcol) unz2x is now "ID"\n", unz2x)) ; } ASSERT (unz2x >= 0) ; #ifdef DROP all_unz = 0 ; for (i = kk + 1 ; i < fnpiv ; i++) { Entry x ; double s ; x = Fu1 [i*nb] ; if (IS_ZERO (x)) continue ; all_unz++ ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; unz++ ; if (Upos [Pivcol [i]] == EMPTY) unz2i++ ; } for (i = 0 ; i < fncols ; i++) { Entry x ; double s ; x = Fu2 [i] ; if (IS_ZERO (x)) continue ; all_unz++ ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; unz++ ; if (Upos [Fcols [i]] == EMPTY) unz2i++ ; } #else for (i = kk + 1 ; i < fnpiv ; i++) { if (IS_ZERO (Fu1 [i*nb])) continue ; unz++ ; if (Upos [Pivcol [i]] == EMPTY) unz2i++ ; } for (i = 0 ; i < fncols ; i++) { if (IS_ZERO (Fu2 [i])) continue ; unz++ ; if (Upos [Fcols [i]] == EMPTY) unz2i++ ; } #endif unz2x += unz2i ; ASSERT (IMPLIES (k == 0, ulen == 0)) ; /* determine if we start a new Uchain or continue the old one */ if (ulen == 0 || zero_pivot) { /* ulen == 0 means there is no prior Uchain */ /* D [k] == 0 means the matrix is singular (pivot row might */ /* not be empty, however, but start a new Uchain to prune zero */ /* entries for the deg > 0 test in UMF_u*solve) */ newUchain = TRUE ; } else { newUchain = /* approximate storage for starting a new Uchain */ UNITS (Entry, unz) + UNITS (Int, unz) <= /* approximate storage for continuing a prior Uchain */ UNITS (Entry, unz2x) + UNITS (Int, unz2i) ; /* this would be exact, except for the Int to Unit rounding, */ /* because the Upattern is stored only at the end of the Uchain */ } /* ------------------------------------------------------------------ */ /* allocate space for the row of U */ /* ------------------------------------------------------------------ */ size = 0 ; if (newUchain) { /* store the pattern of the last row in the prior Uchain */ size += UNITS (Int, ulen) ; unzx = unz ; } else { unzx = unz2x ; } size += UNITS (Entry, unzx) ; #ifndef NDEBUG UMF_allocfail = FALSE ; if (UMF_gprob > 0) { double rrr = ((double) (rand ( ))) / (((double) RAND_MAX) + 1) ; DEBUG4 (("Check random %e %e\n", rrr, UMF_gprob)) ; UMF_allocfail = rrr < UMF_gprob ; if (UMF_allocfail) DEBUGm2 (("Random garbage coll. (store LU)\n")); } #endif p = UMF_mem_alloc_head_block (Numeric, size) ; if (!p) { Int r2, c2 ; /* Do garbage collection, realloc, and try again. */ /* Note that there are pivot rows/columns in current front. */ if (Work->do_grow) { /* full compaction of current frontal matrix, since * UMF_grow_front will be called next anyway. */ r2 = fnrows ; c2 = fncols ; } else { /* partial compaction. */ r2 = MAX (fnrows, Work->fnrows_new + 1) ; c2 = MAX (fncols, Work->fncols_new + 1) ; } DEBUGm3 (("get_memory from umf_store_lu:\n")) ; if (!UMF_get_memory (Numeric, Work, size, r2, c2, TRUE)) { /* :: get memory, column of L :: */ DEBUGm4 (("out of memory: store LU (1)\n")) ; return (FALSE) ; /* out of memory */ } p = UMF_mem_alloc_head_block (Numeric, size) ; if (!p) { /* :: out of memory, column of U :: */ DEBUGm4 (("out of memory: store LU (2)\n")) ; return (FALSE) ; /* out of memory */ } /* garbage collection may have moved the current front */ fnc_curr = Work->fnc_curr ; fnr_curr = Work->fnr_curr ; Flublock = Work->Flublock ; Flblock = Work->Flblock ; Fublock = Work->Fublock ; Fu1 = Flublock + kk ; Fu2 = Fublock + kk * fnc_curr ; } /* ------------------------------------------------------------------ */ /* store the row of U */ /* ------------------------------------------------------------------ */ uip = p ; if (newUchain) { /* starting a new Uchain - flag this by negating Uip [k] */ uip = -uip ; DEBUG2 (("Start new Uchain, k = "ID"\n", k)) ; pivcol_position = EMPTY ; /* end the prior Uchain */ /* save the current Upattern, and then */ /* clear it and start a new Upattern */ DEBUG2 (("Ending prior chain, k-1 = "ID"\n", k-1)) ; uilen = ulen ; Ui = (Int *) (Numeric->Memory + p) ; Numeric->isize += ulen ; p += UNITS (Int, ulen) ; for (i = 0 ; i < ulen ; i++) { col = Upattern [i] ; ASSERT (col >= 0 && col < Work->n_col) ; Upos [col] = EMPTY ; Ui [i] = col ; } ulen = 0 ; } else { /* continue the prior Uchain */ DEBUG2 (("Continue Uchain, k = "ID"\n", k)) ; ASSERT (k > 0) ; /* remove pivot col index from current row of U */ /* if a new Uchain starts, then all entries are removed later */ DEBUG2 (("Removing pivcol from Upattern, k = "ID"\n", k)) ; if (pivcol_position != EMPTY) { /* place the last entry in the row in the */ /* position of the pivot col index */ ASSERT (pivcol == Upattern [pivcol_position]) ; col = Upattern [--ulen] ; ASSERT (col >= 0 && col < Work->n_col) ; Upattern [pivcol_position] = col ; Upos [col] = pivcol_position ; Upos [pivcol] = EMPTY ; } /* this row continues the Uchain. Keep track of how much */ /* to trim from the k-th length to get the length of the */ /* (k-1)st row of U */ uilen = unz2i ; } Uval = (Entry *) (Numeric->Memory + p) ; /* p += UNITS (Entry, unzx), no need to increment p */ for (i = 0 ; i < unzx ; i++) { CLEAR (Uval [i]) ; } if (newUchain) { ASSERT (ulen == 0) ; #ifdef DROP for (i = kk + 1 ; i < fnpiv ; i++) { Entry x ; double s ; Int col2, pos ; x = Fu1 [i*nb] ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; col2 = Pivcol [i] ; pos = ulen++ ; Upattern [pos] = col2 ; Upos [col2] = pos ; Uval [pos] = x ; } for (i = 0 ; i < fncols ; i++) { Entry x ; double s ; Int col2, pos ; x = Fu2 [i] ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; col2 = Fcols [i] ; pos = ulen++ ; Upattern [pos] = col2 ; Upos [col2] = pos ; Uval [pos] = x ; } #else for (i = kk + 1 ; i < fnpiv ; i++) { Entry x ; Int col2, pos ; x = Fu1 [i*nb] ; if (IS_ZERO (x)) continue ; col2 = Pivcol [i] ; pos = ulen++ ; Upattern [pos] = col2 ; Upos [col2] = pos ; Uval [pos] = x ; } for (i = 0 ; i < fncols ; i++) { Entry x ; Int col2, pos ; x = Fu2 [i] ; if (IS_ZERO (x)) continue ; col2 = Fcols [i] ; pos = ulen++ ; Upattern [pos] = col2 ; Upos [col2] = pos ; Uval [pos] = x ; } #endif } else { ASSERT (ulen > 0) ; /* store the numerical entries and find new nonzeros */ #ifdef DROP for (i = kk + 1 ; i < fnpiv ; i++) { Entry x ; double s ; Int col2, pos ; x = Fu1 [i*nb] ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; col2 = Pivcol [i] ; pos = Upos [col2] ; if (pos == EMPTY) { pos = ulen++ ; Upattern [pos] = col2 ; Upos [col2] = pos ; } Uval [pos] = x ; } for (i = 0 ; i < fncols ; i++) { Entry x ; double s ; Int col2, pos ; x = Fu2 [i] ; APPROX_ABS (s, x) ; if (s <= droptol) continue ; col2 = Fcols [i] ; pos = Upos [col2] ; if (pos == EMPTY) { pos = ulen++ ; Upattern [pos] = col2 ; Upos [col2] = pos ; } Uval [pos] = x ; } #else for (i = kk + 1 ; i < fnpiv ; i++) { Entry x ; Int col2, pos ; x = Fu1 [i*nb] ; if (IS_ZERO (x)) continue ; col2 = Pivcol [i] ; pos = Upos [col2] ; if (pos == EMPTY) { pos = ulen++ ; Upattern [pos] = col2 ; Upos [col2] = pos ; } Uval [pos] = x ; } for (i = 0 ; i < fncols ; i++) { Entry x ; Int col2, pos ; x = Fu2 [i] ; if (IS_ZERO (x)) continue ; col2 = Fcols [i] ; pos = Upos [col2] ; if (pos == EMPTY) { pos = ulen++ ; Upattern [pos] = col2 ; Upos [col2] = pos ; } Uval [pos] = x ; } #endif } ASSERT (ulen == unzx) ; ASSERT (unz <= ulen) ; DEBUG4 (("unz "ID" \n", unz)) ; #ifdef DROP DEBUG4 (("all_unz "ID" \n", all_unz)) ; ASSERT (unz <= all_unz) ; Numeric->unz += unz ; Numeric->all_unz += all_unz ; /* count the "true" flops, based on LU pattern only */ Numeric->flops += DIV_FLOPS * Lnz [kk] /* scale pivot column */ + MULTSUB_FLOPS * (Lnz [kk] * all_unz) ; /* outer product */ #else Numeric->unz += unz ; Numeric->all_unz += unz ; /* count the "true" flops, based on LU pattern only */ Numeric->flops += DIV_FLOPS * Lnz [kk] /* scale pivot column */ + MULTSUB_FLOPS * (Lnz [kk] * unz) ; /* outer product */ #endif Numeric->nUentries += unzx ; Work->ulen = ulen ; DEBUG1 (("Work->ulen = "ID" at end of pivot step, k: "ID"\n", ulen, k)); /* ------------------------------------------------------------------ */ /* the pivot row is the k-th row of U */ /* ------------------------------------------------------------------ */ Upos [pivcol] = pivcol_position ; /* not aliased */ Uip [pivrow] = uip ; /* aliased with Row_tuples */ Uilen [pivrow] = uilen ; /* aliased with Row_tlen */ } /* ---------------------------------------------------------------------- */ /* no more pivots in frontal working array */ /* ---------------------------------------------------------------------- */ Work->npiv += fnpiv ; Work->fnpiv = 0 ; Work->fnzeros = 0 ; return (TRUE) ; }