//------------------------------------------------------------------------------ // GB_add_bitmap_M_sparse_26: C=A+B, C bitmap; M,A sparse/hyper, B bit/full //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2023, All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 //------------------------------------------------------------------------------ // C is bitmap. // M is sparse/hyper and complemented. // B is bitmap/full, A is sparse/hyper. { //-------------------------------------------------------------------------- // Method26: C bitmap, A sparse or hypersparse, B bitmap or full //-------------------------------------------------------------------------- int tid ; #pragma omp parallel for num_threads(C_nthreads) schedule(static) \ reduction(+:cnvals) for (tid = 0 ; tid < C_nthreads ; tid++) { int64_t pstart, pend, task_cnvals = 0 ; GB_PARTITION (pstart, pend, cnz, tid, C_nthreads) ; for (int64_t p = pstart ; p < pend ; p++) { if (Cb [p] == 0) { int8_t b = GBB_B (Bb, p) ; #ifndef GB_ISO_ADD if (b) { #if GB_IS_EWISEUNION { // C (i,j) = alpha + B(i,j) GB_LOAD_B (bij, Bx, p, B_iso) ; GB_EWISEOP (Cx, p, alpha_scalar, bij, p % vlen, p / vlen) ; } #else { // C (i,j) = B (i,j) GB_COPY_B_to_C (Cx, p, Bx, p, B_iso) ; } #endif } #endif Cb [p] = b ; task_cnvals += b ; } } cnvals += task_cnvals ; } const int64_t *kfirst_Aslice = A_ek_slicing ; const int64_t *klast_Aslice = A_ek_slicing + A_ntasks ; const int64_t *pstart_Aslice = A_ek_slicing + A_ntasks*2 ; #pragma omp parallel for num_threads(A_nthreads) schedule(dynamic,1) \ reduction(+:cnvals) for (taskid = 0 ; taskid < A_ntasks ; taskid++) { int64_t kfirst = kfirst_Aslice [taskid] ; int64_t klast = klast_Aslice [taskid] ; int64_t task_cnvals = 0 ; for (int64_t k = kfirst ; k <= klast ; k++) { // find the part of A(:,k) for this task int64_t j = GBH_A (Ah, k) ; GB_GET_PA (pA_start, pA_end, taskid, k, kfirst, klast, pstart_Aslice, GBP_A (Ap, k, vlen), GBP_A (Ap, k+1, vlen)) ; int64_t pC_start = j * vlen ; // traverse over A(:,j), the kth vector of A for (int64_t pA = pA_start ; pA < pA_end ; pA++) { int64_t i = Ai [pA] ; int64_t p = pC_start + i ; int8_t c = Cb [p] ; if (c == 1) { // C (i,j) = A (i,j) + B (i,j) #ifndef GB_ISO_ADD GB_LOAD_A (aij, Ax, pA, A_iso) ; GB_LOAD_B (bij, Bx, p , B_iso) ; GB_EWISEOP (Cx, p, aij, bij, i, j) ; #endif } else if (c == 0) { #ifndef GB_ISO_ADD #if GB_IS_EWISEUNION { // C (i,j) = A(i,j) + beta GB_LOAD_A (aij, Ax, pA, A_iso) ; GB_EWISEOP (Cx, p, aij, beta_scalar, i, j) ; } #else { // C (i,j) = A (i,j) GB_COPY_A_to_C (Cx, p, Ax, pA, A_iso) ; } #endif #endif Cb [p] = 1 ; task_cnvals++ ; } } } cnvals += task_cnvals ; } }