/* File: ex4.18_pth_mat_vect_private.c * * Purpose: * Computes a parallel matrix-vector product. Matrix * is distributed by block rows. Vectors are distributed by * blocks. This version uses private storage on each thread * for its components of y. * * 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 ex4.18_pth_mat_vect_private * ex4.18_pth_mat_vect_private.c -lpthread * Usage: * ex4.18_pth_mat_vect_private * * 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. * * IPP: Exercise 4.18 * ff.) */ #include #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 Gen_matrix(double A[], int m, int n); void Gen_vector(double x[], int n); void Print_matrix(char* title, double A[], int m, int n); void Print_vector(char* title, double y[], double 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 = atoi(argv[1]); 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)); Gen_matrix(A, m, n); # ifdef DEBUG // Read_matrix("Enter the matrix", A, m, n); Print_matrix("We read", A, m, n); # endif Gen_vector(x, n); # ifdef DEBUG // Read_vector("Enter the vector", x, n); Print_vector("We read", x, n); # endif 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); # ifdef DEBUG Print_vector("The product is", y, m); # endif free(A); free(x); free(y); 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: Gen_matrix * Purpose: Use the random number generator random to generate * the entries in A * In args: m, n * Out arg: A */ void Gen_matrix(double A[], int m, int n) { int i, j; for (i = 0; i < m; i++) for (j = 0; j < n; j++) A[i*n+j] = random()/((double) RAND_MAX); } /* Gen_matrix */ /*------------------------------------------------------------------ * Function: Gen_vector * Purpose: Use the random number generator random to generate * the entries in x * In arg: n * Out arg: A */ void Gen_vector(double x[], int n) { int i; for (i = 0; i < n; i++) x[i] = random()/((double) RAND_MAX); } /* Gen_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; double* local_y = malloc(local_m*sizeof(double)); for (i = 0; i < local_m; i++) { local_y[i] = 0.0; for (j = 0; j < n; j++) local_y[i] += A[(i+my_first_row)*n+j]*x[j]; } memcpy(y+my_first_row, local_y, local_m*sizeof(double)); free(local_y); 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[], double m) { int i; printf("%s\n", title); for (i = 0; i < m; i++) printf("%4.1f ", y[i]); printf("\n"); } /* Print_vector */