/* StarPU --- Runtime system for heterogeneous multicore architectures. * * Copyright (C) 2010-2020 Université de Bordeaux, CNRS (LaBRI UMR 5800), Inria * * StarPU is free software; you can redistribute it and/or modify * it under the terms of the GNU Lesser General Public License as published by * the Free Software Foundation; either version 2.1 of the License, or (at * your option) any later version. * * StarPU is distributed in the hope that it will be useful, but * WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. * * See the GNU Lesser General Public License in COPYING.LGPL for more details. */ /* OpenCL kernel for SPMV */ __kernel void spmv(int nnz, int nrow, __global float* nzval, __global unsigned* colind, __global unsigned* rowptr, int firstentry, __global float *vecin, int nx_in, __global float *vecout, int nx_out) { const int row = get_global_id(0); if (row < nrow) { float tmp = 0.0f; unsigned index; unsigned firstindex = rowptr[row] - firstentry; unsigned lastindex = rowptr[row+1] - firstentry; for (index = firstindex; index < lastindex; index++) { unsigned col; col = colind[index]; tmp += nzval[index]*vecin[col]; } vecout[row] = tmp; } }