/* * numerical integration example, as discussed in textbook: * * compute pi by approximating the area under the curve f(x) = 4 / (1 + x*x) * between 0 and 1. * * parallel version using OpenMP with approach taken in MPI program ("SPMD") * and local variables for partial sums. */ #include #include #include /* copied from not-strictly-standard part of math.h */ #define M_PI 3.14159265358979323846 #include /* OpenMP header file */ #include "timer.h" /* main program */ int main(int argc, char *argv[]) { char* usage_fmt = "usage: %s number_of_steps\n"; /* process command-line arguments */ char* end_ptr_for_strtol; if (argc != 2) { fprintf(stderr, usage_fmt, argv[0]); exit(EXIT_FAILURE); } long num_steps = strtol(argv[1], &end_ptr_for_strtol, 10); if (*end_ptr_for_strtol != '\0') { fprintf(stderr, usage_fmt, argv[0]); exit(EXIT_FAILURE); } double start_time, end_time; double pi; double sum = 0.0; double step = 1.0/(double) num_steps; int nthreads; /* record start time */ /* could use omp_get_wtime but get_time is what sequential code uses */ start_time = get_time(); /* do computation -- using all available threads */ #pragma omp parallel { /* local variables -- or declare in main and make private */ int myid = omp_get_thread_num(); double partsum = 0.0; double x; /* get number of threads */ #pragma omp single { nthreads = omp_get_num_threads(); } /* implicit barrier here */ for (int i = myid; i < num_steps; i += nthreads) { x = (i+0.5)*step; partsum += 4.0/(1.0+x*x); } /* sum partial results */ #pragma omp critical { sum += partsum; } } /* compute final result */ pi = step * sum; /* record end time */ end_time = get_time(); /* print results */ printf("parallel program (SPMD v2) results with %d threads and %ld steps:\n", nthreads, num_steps); printf("computed pi = %g (%17.15f)\n",pi, pi); printf("difference between computed pi and math.h M_PI = %17.15f\n", fabs(pi - M_PI)); printf("time to compute = %g seconds\n", end_time - start_time); return EXIT_SUCCESS; }