/* matmat_mw_mpi.c : Parallel matrix multiplication program * implemented with manager-worker pattern using MPI. */ #include #include #include #include #define comm MPI_COMM_WORLD #ifdef _CIVL #include $input int _mpi_nprocs_hi = 5; // upper bound of number of processes $input int _mpi_nprocs_lo = 2; // lower bound of number of processes /* Dimensions of 2 matrices: a[N][L] * b[L][M] */ $input int NB = 5; // upper bound of N $input int N; $assume(0 < N && N <= NB); $input int LB = 5; // upper bound of L $input int L; $assume(0 < L && L <= LB); $input int MB = 5; // upper bound of M $input int M; $assume(0 < M && M <= MB); $input double a[N][L]; // input data for matrix a $input double b[L][M]; // input data for matrix b $output double output[N][M]; // matrix stores results of a sequential run #else int N = 3, L = 3, M = 3; #endif /* prints a matrix.*/ void printMatrix(int numRows, int numCols, double *m) { for (int i = 0; i < numRows; i++) { for (int j = 0; j < numCols; j++) printf("%f ", m[i*numCols + j]); printf("\n"); } printf("\n"); } /* Computes a vetor with length L times a matrix with dimensions [L][M] */ void vecmat(double vector[L], double matrix[L][M], double result[M]) { for (int j = 0; j < M; j++) { result[j] = 0.0; for (int k = 0; k < L; k++) result[j] += vector[k]*matrix[k][j]; } } int main(int argc, char *argv[]) { int rank, nprocs; MPI_Status status; MPI_Init(&argc, &argv); MPI_Comm_rank(comm, &rank); MPI_Comm_size(comm, &nprocs); if (rank == 0) { double c[N][M], tmp[M]; int count; #ifndef _CIVL double a[N][L], b[L][M]; // random initialization: for (int i = 0; i < N; i++) for (int j = 0; j < L; j++) a[i][j] = i * N + j; for (int i = 0; i < L; i++) for (int j = 0; j < M; j++) b[i][j] = i * L + j; #else $elaborate(L*M); #endif MPI_Bcast(&b[0][0], L*M, MPI_DOUBLE, 0, comm); for (count = 0; count < nprocs-1 && count < N; count++) MPI_Send(&a[count][0], L, MPI_DOUBLE, count+1, count+1, comm); for (int i = 0; i < N; i++) { MPI_Recv(tmp, M, MPI_DOUBLE, MPI_ANY_SOURCE, MPI_ANY_TAG, comm, &status); for (int j = 0; j < M; j++) c[status.MPI_TAG-1][j] = tmp[j]; if (count < N) { MPI_Send(&a[count][0], L, MPI_DOUBLE, status.MPI_SOURCE, count+1, comm); count++; } } for (int i = 1; i < nprocs; i++) MPI_Send(NULL, 0, MPI_INT, i, 0, comm); printMatrix(N, M, &c[0][0]); #ifdef _CIVL for (int i = 0; i < N; i++) for (int j = 0; j < M; j++) output[i][j] = c[i][j]; #endif } else { double b[L][M], in[L], out[M]; MPI_Bcast(&b[0][0], L*M, MPI_DOUBLE, 0, comm); while (1) { MPI_Recv(in, L, MPI_DOUBLE, 0, MPI_ANY_TAG, comm, &status); if (status.MPI_TAG == 0) break; vecmat(in, b, out); MPI_Send(out, M, MPI_DOUBLE, 0, 1, comm); } } MPI_Finalize(); return 0; }