/* File: * pth_mat_vect.c * * Purpose: * Computes a parallel matrix-vector product. Matrix * is distributed by block rows. Vectors are distributed by * blocks. * * Input: * m, n: order of matrix * A, x: the matrix and the vector to be multiplied * * Output: * y: the product vector * * Compile: gcc -g -Wall -o pth_mat_vect pth_mat_vect.c -lpthread * Usage: * pth_mat_vect * * Notes: * 1. Local storage for A, x, y is dynamically allocated. * 2. Number of threads (thread_count) should evenly divide both * m and n. The program doesn't check for this. * 3. We use a 1-dimensional array for A and compute subscripts * using the formula A[i][j] = A[i*n + j] * 4. Distribution of A, x, and y is logical: all three are * globally shared. */ #include #include #include /* Global variables */ int thread_count; int m, n; double* A; double* x; double* y; /* Serial functions */ void Usage(char* prog_name); void Read_matrix(char* prompt, double A[], int m, int n); void Read_vector(char* prompt, double x[], int n); void Print_matrix(char* title, double A[], int m, int n); void Print_vector(char* title, double y[], int m); /* Parallel function */ void *Pth_mat_vect(void* rank); /*------------------------------------------------------------------*/ int main(int argc, char* argv[]) { long thread; pthread_t* thread_handles; if (argc != 2) Usage(argv[0]); thread_count = strtol(argv[1], NULL, 10); thread_handles = malloc(thread_count*sizeof(pthread_t)); printf("Enter m and n\n"); scanf("%d%d", &m, &n); A = malloc(m*n*sizeof(double)); x = malloc(n*sizeof(double)); y = malloc(m*sizeof(double)); Read_matrix("Enter the matrix", A, m, n); Print_matrix("We read", A, m, n); Read_vector("Enter the vector", x, n); Print_vector("We read", x, n); for (thread = 0; thread < thread_count; thread++) pthread_create(&thread_handles[thread], NULL, Pth_mat_vect, (void*) thread); for (thread = 0; thread < thread_count; thread++) pthread_join(thread_handles[thread], NULL); Print_vector("The product is", y, m); free(A); free(x); free(y); free(thread_handles); return 0; } /* main */ /*------------------------------------------------------------------ * Function: Usage * Purpose: print a message showing what the command line should * be, and terminate * In arg : prog_name */ void Usage (char* prog_name) { fprintf(stderr, "usage: %s \n", prog_name); exit(0); } /* Usage */ /*------------------------------------------------------------------ * Function: Read_matrix * Purpose: Read in the matrix * In args: prompt, m, n * Out arg: A */ void Read_matrix(char* prompt, double A[], int m, int n) { int i, j; printf("%s\n", prompt); for (i = 0; i < m; i++) for (j = 0; j < n; j++) scanf("%lf", &A[i*n+j]); } /* Read_matrix */ /*------------------------------------------------------------------ * Function: Read_vector * Purpose: Read in the vector x * In arg: prompt, n * Out arg: x */ void Read_vector(char* prompt, double x[], int n) { int i; printf("%s\n", prompt); for (i = 0; i < n; i++) scanf("%lf", &x[i]); } /* Read_vector */ /*------------------------------------------------------------------ * Function: Pth_mat_vect * Purpose: Multiply an mxn matrix by an nx1 column vector * In arg: rank * Global in vars: A, x, m, n, thread_count * Global out var: y */ void *Pth_mat_vect(void* rank) { long my_rank = (long) rank; int i, j; int local_m = m/thread_count; int my_first_row = my_rank*local_m; int my_last_row = my_first_row + local_m - 1; for (i = my_first_row; i <= my_last_row; i++) { y[i] = 0.0; for (j = 0; j < n; j++) y[i] += A[i*n+j]*x[j]; } return NULL; } /* Pth_mat_vect */ /*------------------------------------------------------------------ * Function: Print_matrix * Purpose: Print the matrix * In args: title, A, m, n */ void Print_matrix( char* title, double A[], int m, int n) { int i, j; printf("%s\n", title); for (i = 0; i < m; i++) { for (j = 0; j < n; j++) printf("%4.1f ", A[i*n + j]); printf("\n"); } } /* Print_matrix */ /*------------------------------------------------------------------ * Function: Print_vector * Purpose: Print a vector * In args: title, y, m */ void Print_vector(char* title, double y[], int m) { int i; printf("%s\n", title); for (i = 0; i < m; i++) printf("%4.1f ", y[i]); printf("\n"); } /* Print_vector */