int main(int argc, char *argv[]) {
// Some constants
int minusone = -1;
int zero = 0;
int one = 1;
double dzero = 0.0;
// ConText
int ConTxt = minusone;
// order
char order = 'R';
char scope = 'A';
// root process
int root = zero;
// BLACS/SCALAPACK parameters
// the size of the blocks the distributed matrix is split into
// (applies to both rows and columns)
int mb = 32;
int nb = mb; // PDSYEVxxx constraint
// the number of rows and columns in the processor grid
// only square processor grids due to C vs. Fortran ordering
int nprow = 2;
int npcol = nprow; // only square processor grids,
// starting row and column in grid, do not change
int rsrc = zero;
int csrc = zero;
// dimensions of the matrix to diagonalize
int m = 1000;
int n = m; // only square matrices
int info = zero;
// Rest of code will only work for:
// nprow = npcol
// mb = nb;
// m = n;
// rsrc = crsc;
// Paramteres for Trivial Matrix
double alpha = 0.1; // off-diagonal
double beta = 75.0; // diagonal
// For timing:
double tdiag0, tdiag, ttotal0, ttotal;
// BLACS Communicator
MPI_Comm blacs_comm;
int nprocs;
int iam;
int myrow, mycol;
MPI_Init(&argc, &argv);
MPI_Barrier(MPI_COMM_WORLD);
ttotal0 = MPI_Wtime();
MPI_Comm_size(MPI_COMM_WORLD, &nprocs);
MPI_Comm_rank(MPI_COMM_WORLD, &iam);
if (argc > one) {
nprow = strtod(argv[1],NULL);
m = strtod(argv[2],NULL);
npcol = nprow;
n = m;
}
if (iam == root) {
printf("world size %d \n",nprocs);
printf("n %d \n", n);
printf("nprow %d \n", nprow);
printf("npcol %d \n", npcol);
}
// We can do this on any subcommunicator.
#ifdef CartComm
int dim[2];
int pbc[2];
dim[0] = nprow;
dim[1] = npcol;
pbc[0] = 0;
pbc[1] = 0;
MPI_Cart_create(MPI_COMM_WORLD, 2, dim, pbc, 1, &blacs_comm);
#else
blacs_comm = MPI_COMM_WORLD;
#endif
// initialize the grid
// The lines below are equivalent to the one call to:
if (blacs_comm != MPI_COMM_NULL) {
ConTxt = Csys2blacs_handle_(blacs_comm);
Cblacs_gridinit_(&ConTxt, &order, nprow, npcol);
// get information back about the grid
Cblacs_gridinfo_(ConTxt, &nprow, &npcol, &myrow, &mycol);
}
if (ConTxt != minusone) {
int desc[9];
// get the size of the distributed matrix
int locM = numroc_(&m, &mb, &myrow, &rsrc, &nprow);
int locN = numroc_(&n, &nb, &mycol, &csrc, &npcol);
// printf ("locM = %d \n", locM);
// printf ("locN = %d \n", locN);
int lld = MAX(one,locM);
// build the descriptor
descinit_(desc, &m, &n, &mb, &nb, &rsrc, &csrc, &ConTxt, &lld, &info);
// Allocate arrays
// eigenvalues
double* eigvals = malloc(n * sizeof(double));
// allocate the distributed matrices
double* mata = malloc(locM*locN * sizeof(double));
// allocate the distributed matrix of eigenvectors
double* z = malloc(locM*locN * sizeof(double));
// Eigensolver parameters
int ibtype = one;
char jobz = 'V'; // eigenvectors also
char range = 'A'; // all eiganvalues
char uplo = 'L'; // work with upper
double vl, vu;
int il, iu;
char cmach = 'U';
double abstol = 2.0 * pdlamch_(&ConTxt, &cmach);
int eigvalm, nz;
double orfac = -1.0;
//double orfac = 0.001;
int* ifail;
ifail = malloc(m * sizeof(int));
int* iclustr;
iclustr = malloc(2*nprow*npcol * sizeof(int));
double* gap;
gap = malloc(nprow*npcol * sizeof(double));
double* work;
work = malloc(3 * sizeof(double));
int querylwork = minusone;
int* iwork;
iwork = malloc(1 * sizeof(int));
int queryliwork = minusone;
// Build a trivial distributed matrix: Diagonal matrix
pdlaset_(&uplo, &m, &n, &alpha, &beta, mata, &one, &one, desc);
// First there is a workspace query
// pdsyevx_(&jobz, &range, &uplo, &n, mata, &one, &one, desc, &vl,
// &vu, &il, &iu, &abstol, &eigvalm, &nz, eigvals, &orfac, z, &one,
// &one, desc, work, &querylwork, iwork, &queryliwork, ifail, iclustr, gap, &info);
pdsyevd_(&jobz, &uplo, &n, mata, &one, &one, desc, eigvals,
z, &one, &one, desc,
work, &querylwork, iwork, &queryliwork, &info);
//pdsyev_(&jobz, &uplo, &m, mata, &one, &one, desc, eigvals,
// z, &one, &one, desc, work, &querylwork, &info);
int lwork = (int)work[0];
//printf("lwork %d\n", lwork);
free(work);
int liwork = (int)iwork[0];
//printf("liwork %d\n", liwork);
free(iwork);
work = (double*)malloc(lwork * sizeof(double));
iwork = (int*)malloc(liwork * sizeof(int));
// This is actually diagonalizes the matrix
// pdsyevx_(&jobz, &range, &uplo, &n, mata, &one, &one, desc, &vl,
// &vu, &il, &iu, &abstol, &eigvalm, &nz, eigvals, &orfac, z, &one,
// &one, desc, work, &lwork, iwork, &liwork, ifail, iclustr, gap, &info);
Cblacs_barrier(ConTxt, &scope);
tdiag0 = MPI_Wtime();
pdsyevd_(&jobz, &uplo, &n, mata, &one, &one, desc, eigvals,
z, &one, &one, desc,
work, &lwork, iwork, &liwork, &info);
//pdsyev_(&jobz, &uplo, &m, mata, &one, &one, desc, eigvals,
// z, &one, &one, desc, work, &lwork, &info);
Cblacs_barrier(ConTxt, &scope);
tdiag = MPI_Wtime() - tdiag0;
free(work);
free(iwork);
free(gap);
free(iclustr);
free(ifail);
free(z);
free(mata);
// Destroy BLACS grid
Cblacs_gridexit_(ConTxt);
// Check eigenvalues
if (myrow == zero && mycol == zero) {
for (int i = 0; i < n; i++)
{
if (fabs(eigvals[i] - beta) > 0.0001)
printf("Problem: eigval %d != %f5.2 but %f\n",
i, beta, eigvals[i]);
}
if (info != zero) {
printf("info = %d \n", info);
}
printf("Time (s) diag: %f\n", tdiag);
}
free(eigvals);
}
MPI_Barrier(MPI_COMM_WORLD);
ttotal = MPI_Wtime() - ttotal0;
if (iam == 0)
printf("Time (s) total: %f\n", ttotal);
MPI_Finalize();
}
int main(int argc, char **argv) {
int ictxt, nside, ngrid, nblock, nthread;
int rank, size;
int ic, ir, nc, nr;
int i, j;
char *fname;
int info, ZERO=0, ONE=1;
struct timeval st, et;
double dtnn, dtnt, dttn, dttt;
double gfpc_nn, gfpc_nt, gfpc_tn, gfpc_tt;
/* Initialising MPI stuff */
MPI_Init(&argc, &argv);
MPI_Comm_rank(MPI_COMM_WORLD, &rank);
MPI_Comm_size(MPI_COMM_WORLD, &size);
printf("Process %i of %i.\n", rank, size);
/* Parsing arguments */
if(argc < 6) {
exit(-3);
}
nside = atoi(argv[1]);
ngrid = atoi(argv[2]);
nblock = atoi(argv[3]);
nthread = atoi(argv[4]);
fname = argv[5];
if(rank == 0) {
printf("Multiplying matrices of size %i x %i\n", nside, nside);
printf("Process grid size %i x %i\n", ngrid, ngrid);
printf("Block size %i x %i\n", nblock, nblock);
printf("Using %i OpenMP threads\n", nthread);
}
#ifdef _OPENMP
if(rank == 0) printf("Setting OMP_NUM_THREADS=%i\n", nthread);
omp_set_num_threads(nthread);
#endif
/* Setting up BLACS */
Cblacs_pinfo( &rank, &size ) ;
Cblacs_get(-1, 0, &ictxt );
Cblacs_gridinit(&ictxt, "Row", ngrid, ngrid);
Cblacs_gridinfo(ictxt, &nr, &nc, &ir, &ic);
int descA[9], descB[9], descC[9];
/* Fetch local array sizes */
int Ar, Ac, Br, Bc, Cr, Cc;
Ar = numroc_( &nside, &nblock, &ir, &ZERO, &nr);
Ac = numroc_( &nside, &nblock, &ic, &ZERO, &nc);
Br = numroc_( &nside, &nblock, &ir, &ZERO, &nr);
Bc = numroc_( &nside, &nblock, &ic, &ZERO, &nc);
Cr = numroc_( &nside, &nblock, &ir, &ZERO, &nr);
Cc = numroc_( &nside, &nblock, &ic, &ZERO, &nc);
printf("Local array section %i x %i\n", Ar, Ac);
/* Set descriptors */
descinit_(descA, &nside, &nside, &nblock, &nblock, &ZERO, &ZERO, &ictxt, &Ar, &info);
descinit_(descB, &nside, &nside, &nblock, &nblock, &ZERO, &ZERO, &ictxt, &Br, &info);
descinit_(descC, &nside, &nside, &nblock, &nblock, &ZERO, &ZERO, &ictxt, &Cr, &info);
/* Initialise and fill arrays */
double *A = (double *)malloc(Ar*Ac*sizeof(double));
double *B = (double *)malloc(Br*Bc*sizeof(double));
double *C = (double *)malloc(Cr*Cc*sizeof(double));
for(i = 0; i < Ar; i++) {
for(j = 0; j < Ac; j++) {
A[j*Ar + i] = drand48();
B[j*Br + i] = drand48();
C[j*Cr + i] = 0.0;
}
}
double alpha = 1.0, beta = 0.0;
//========================
if(rank == 0) printf("Starting multiplication (NN).\n");
Cblacs_barrier(ictxt,"A");
gettimeofday(&st, NULL);
pdgemm_("N", "N", &nside, &nside, &nside,
&alpha,
A, &ONE, &ONE, descA,
B, &ONE, &ONE, descB,
&beta,
C, &ONE, &ONE, descC );
Cblacs_barrier(ictxt,"A");
gettimeofday(&et, NULL);
dtnn = (double)((et.tv_sec-st.tv_sec) + (et.tv_usec-st.tv_usec)*1e-6);
gfpc_nn = 2.0*pow(nside, 3) / (dtnn * 1e9 * ngrid * ngrid * nthread);
if(rank == 0) printf("Done.\n=========\nTime taken: %g s\nGFlops per core: %g\n=========\n", dtnn, gfpc_nn);
//========================
//========================
if(rank == 0) printf("Starting multiplication (NT).\n");
Cblacs_barrier(ictxt,"A");
gettimeofday(&st, NULL);
pdgemm_("N", "T", &nside, &nside, &nside,
&alpha,
A, &ONE, &ONE, descA,
B, &ONE, &ONE, descB,
&beta,
C, &ONE, &ONE, descC );
Cblacs_barrier(ictxt,"A");
gettimeofday(&et, NULL);
dtnt = (double)((et.tv_sec-st.tv_sec) + (et.tv_usec-st.tv_usec)*1e-6);
gfpc_nt = 2.0*pow(nside, 3) / (dtnt * 1e9 * ngrid * ngrid * nthread);
if(rank == 0) printf("Done.\n=========\nTime taken: %g s\nGFlops per core: %g\n=========\n", dtnt, gfpc_nt);
//========================
//========================
if(rank == 0) printf("Starting multiplication (TN).\n");
Cblacs_barrier(ictxt,"A");
gettimeofday(&st, NULL);
pdgemm_("T", "N", &nside, &nside, &nside,
&alpha,
A, &ONE, &ONE, descA,
B, &ONE, &ONE, descB,
&beta,
C, &ONE, &ONE, descC );
Cblacs_barrier(ictxt,"A");
gettimeofday(&et, NULL);
dttn = (double)((et.tv_sec-st.tv_sec) + (et.tv_usec-st.tv_usec)*1e-6);
gfpc_tn = 2.0*pow(nside, 3) / (dttn * 1e9 * ngrid * ngrid * nthread);
if(rank == 0) printf("Done.\n=========\nTime taken: %g s\nGFlops per core: %g\n=========\n", dttn, gfpc_tn);
//========================
//========================
if(rank == 0) printf("Starting multiplication (TT).\n");
Cblacs_barrier(ictxt,"A");
gettimeofday(&st, NULL);
pdgemm_("T", "T", &nside, &nside, &nside,
&alpha,
A, &ONE, &ONE, descA,
B, &ONE, &ONE, descB,
&beta,
C, &ONE, &ONE, descC );
Cblacs_barrier(ictxt,"A");
gettimeofday(&et, NULL);
dttt = (double)((et.tv_sec-st.tv_sec) + (et.tv_usec-st.tv_usec)*1e-6);
gfpc_tt = 2.0*pow(nside, 3) / (dttt * 1e9 * ngrid * ngrid * nthread);
if(rank == 0) printf("Done.\n=========\nTime taken: %g s\nGFlops per core: %g\n=========\n", dttt, gfpc_tt);
//========================
if(rank == 0) {
FILE * fd;
fd = fopen(fname, "w");
fprintf(fd, "%g %g %g %g %i %i %i %i %g %g %g %g\n", gfpc_nn, gfpc_nt, gfpc_tn, gfpc_tt, nside, ngrid, nblock, nthread, dtnn, dtnt, dttn, dttt);
fclose(fd);
}
Cblacs_gridexit( 0 );
MPI_Finalize();
}