/* StarPU --- Runtime system for heterogeneous multicore architectures. * * Copyright (C) 2009, 2010, 2011, 2014-2015 Université de Bordeaux * Copyright (C) 2010 Mehdi Juhoor * Copyright (C) 2010, 2011, 2012, 2016 CNRS * * 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 codelet for SPMV */ #include "spmv.h" #ifdef STARPU_USE_OPENCL struct starpu_opencl_program opencl_codelet; void spmv_kernel_opencl(void *descr[], void *args) { cl_kernel kernel; cl_command_queue queue; int id, devid, err, n; int nnz = (int) STARPU_CSR_GET_NNZ(descr[0]); int nrow = (int) STARPU_CSR_GET_NROW(descr[0]); cl_mem nzval = (cl_mem)STARPU_CSR_GET_NZVAL(descr[0]); cl_mem colind = (cl_mem)STARPU_CSR_GET_COLIND(descr[0]); cl_mem rowptr = (cl_mem)STARPU_CSR_GET_ROWPTR(descr[0]); int firstentry = STARPU_CSR_GET_FIRSTENTRY(descr[0]); cl_mem vecin = (cl_mem)STARPU_VECTOR_GET_DEV_HANDLE(descr[1]); int nx_in = (int)STARPU_VECTOR_GET_NX(descr[1]); cl_mem vecout = (cl_mem)STARPU_VECTOR_GET_DEV_HANDLE(descr[2]); int nx_out = (int)STARPU_VECTOR_GET_NX(descr[2]); id = starpu_worker_get_id_check(); devid = starpu_worker_get_devid(id); err = starpu_opencl_load_kernel(&kernel, &queue, &opencl_codelet, "spmv", devid); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); n=0; err = clSetKernelArg(kernel, n++, sizeof(nnz), &nnz); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); err = clSetKernelArg(kernel, n++, sizeof(nrow), &nrow); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); err = clSetKernelArg(kernel, n++, sizeof(nzval), &nzval); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); err = clSetKernelArg(kernel, n++, sizeof(colind), &colind); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); err = clSetKernelArg(kernel, n++, sizeof(rowptr), &rowptr); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); err = clSetKernelArg(kernel, n++, sizeof(firstentry), &firstentry); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); err = clSetKernelArg(kernel, n++, sizeof(vecin), &vecin); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); err = clSetKernelArg(kernel, n++, sizeof(nx_in), &nx_in); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); err = clSetKernelArg(kernel, n++, sizeof(vecout), &vecout); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); err = clSetKernelArg(kernel, n++, sizeof(nx_out), &nx_out); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); { size_t global=nrow; err = clEnqueueNDRangeKernel(queue, kernel, 1, NULL, &global, NULL, 0, NULL, NULL); if (err != CL_SUCCESS) STARPU_OPENCL_REPORT_ERROR(err); } starpu_opencl_release_kernel(kernel); } void compile_spmv_opencl_kernel(void) { int ret; ret = starpu_opencl_load_opencl_from_file("examples/spmv/spmv_opencl.cl", &opencl_codelet, NULL); if (ret) { FPRINTF(stderr, "Failed to compile OpenCL codelet\n"); exit(ret); } } #endif void spmv_kernel_cpu(void *descr[], STARPU_ATTRIBUTE_UNUSED void *arg) { float *nzval = (float *)STARPU_CSR_GET_NZVAL(descr[0]); uint32_t *colind = STARPU_CSR_GET_COLIND(descr[0]); uint32_t *rowptr = STARPU_CSR_GET_ROWPTR(descr[0]); float *vecin = (float *)STARPU_VECTOR_GET_PTR(descr[1]); float *vecout = (float *)STARPU_VECTOR_GET_PTR(descr[2]); uint32_t firstelem = STARPU_CSR_GET_FIRSTENTRY(descr[0]); uint32_t nrow; nrow = STARPU_CSR_GET_NROW(descr[0]); STARPU_ASSERT(nrow == STARPU_VECTOR_GET_NX(descr[2])); unsigned row; for (row = 0; row < nrow; row++) { float tmp = 0.0f; unsigned index; unsigned firstindex = rowptr[row] - firstelem; unsigned lastindex = rowptr[row+1] - firstelem; for (index = firstindex; index < lastindex; index++) { unsigned col; col = colind[index]; tmp += nzval[index]*vecin[col]; } vecout[row] = tmp; } }