/*-------------------------------------------------------| | NIST SPARSE BLAS v. 0.9 (Sat Jul 6 14:27:21 EDT 1996) | | | | Authors: | | Karin A. Remington and Roldan Pozo | | National Institute of Standards and Technology | | | | Based on the interface standard proposed in: | | "A Revised Proposal for a Sparse BLAS Toolkit" by | | S. Carney and K. Wu -- University of Minnesota | | M. Heroux and G. Li -- Cray Research | | R. Pozo and K.A. Remington -- NIST | | | | Contact: | | Karin A. Remington, email: kremington@nist.gov | --------------------------------------------------------*/ #include #include #include "spblas.h" double resid (int, double *, double *); int main(int argc, char *argv[]) { /* Initialize the test matrices (one lower triangular, one upper) */ double a[]= {1, 0, 0, 0, 1, 0, 0, 0, 1, /* All of matrix A */ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10,11,12,-13,14,15, 16,17,18, 1, 4, 7, 2, 5, 8, 3, 6, 9, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 1, -1, 2, 3, 4,-5, 6, 7, 8,-9, 10,-13,16, 11,14,17, 12,15,18, -1, 4, 7, 2,-5, 8, 3, 6,-9, 1, 0, 0, 0, 1, 0, 0, 0, 1}; double ka[]={0, 0, 0, 0, 0, 0, 0, 0, 0, /* All of matrix skew(A) */ -1, -2,-3, -4,-5,-6, -7,-8,-9, /* Diagonal set to zero */ -10,-11,-12,13,-14,-15,-16,-17,-18, /* And upper triangle negated */ 1, 4, 7, 2, 5, 8, 3, 6, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1,-2,-3, -4, 5,-6, -7,-8, 9, 10,-13,16, 11,14,17, 12,15,18, -1, 4, 7, 2,-5, 8, 3, 6,-9, 0, 0, 0, 0, 0, 0, 0, 0, 0 }; int bindx[]={1,2,4,1,2,3,4,1,3,4}; int bpntrb[]={1,4,6,8}; int bpntre[]={4,6,8,11}; double la[]= {1, 0, 0, 0, 1, 0, 0, 0, 1, /* lower triangular part */ 1, 4, 7, 2, 5, 8, 3, 6, 9, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 1, 10,-13,16, 11,14,17, 12,15,18, -1, 4, 7, 2,-5, 8, 3, 6,-9, 1, 0, 0, 0, 1, 0, 0, 0, 1}; int lbindx[]={1,1,2,3,1,3,4}; int lbpntrb[]={1,2,4,5}; int lbpntre[]={2,4,5,8}; double ua[]= {1, 0, 0, 0, 1, 0, 0, 0, 1, /* upper triangular part */ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10,11,12,-13,14,15, 16,17,18, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 1, -1, 2, 3, 4,-5, 6, 7, 8,-9, 1, 0, 0, 0, 1, 0, 0, 0, 1}; int ubindx[]={1,2,4,2,3,4,4}; int ubpntrb[]={1,4,5,7}; int ubpntre[]={4,5,7,8}; double b[]={1,2,3,4,5,6,7,8,9,10,11,12, 1,2,3,4,5,6,7,8,9,10,11,12}; double c[]={1,2,3,4,5,6,7,8,9,10,11,12, 1,2,3,4,5,6,7,8,9,10,11,12}; double d[]={1,2,3,4,5,6,7,8,9,10,11,12, 1,2,3,4,5,6,7,8,9,10,11,12}; double check[]={1,2,3,4,5,6,7,8,9,10,11,12, 1,2,3,4,5,6,7,8,9,10,11,12}; int mb=4, kb=4, lb=3, m=12, ldb=12, ldc=12; /* Begin description for rectangular matrix */ double ra[]= {1, 0, 0, 0, 1, 0, 0, 0, 1, /* All of matrix RA */ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10,11,12,-13,14,15, 16,17,18, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 4, 7, 2, 5, 8, 3, 6, 9, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 1, -1, 2, 3, 4,-5, 6, 7, 8,-9, 1, 0, 0, 0, 1, 0, 0, 0, 1, 10,-13,16, 11,14,17, 12,15,18, -1, 4, 7, 2,-5, 8, 3, 6,-9, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 1}; int rbindx[]={1,2,4,5,1,2,5,3,4,5,1,3,4,5}; int rbpntrb[]={1,5,8,11}; int rbpntre[]={5,8,11,15}; int rmb=4, rkb=5, rlb=3, rm=12, rldb=15, rldc=15; double rb[]={1,2,3,4,5,6,7,8,9,10,11,12,1,1,1, 1,2,3,4,5,6,7,8,9,10,11,12,1,1,1}; double rc[]={1,2,3,4,5,6,7,8,9,10,11,12,1,1,1, 1,2,3,4,5,6,7,8,9,10,11,12,1,1,1}; double rd[]={1,2,3,4,5,6,7,8,9,10,11,12,1,1,1, 1,2,3,4,5,6,7,8,9,10,11,12,1,1,1}; double rcheck[]={1,2,3,4,5,6,7,8,9,10,11,12,1,1,1, 1,2,3,4,5,6,7,8,9,10,11,12,1,1,1}; double rsumb[]={22,26,30}; /* end of description for rectangular matrix */ int i,j; int transa, n, unitd, lwork; int descra[9]; int errcount=0; double alpha; double beta; double zero=0.0; double error; double tolerance=.00001; double *work; work = (double *) malloc(30*sizeof(double)); lwork = 30; /* Get input: alpha and beta */ if (argc != 3 ) { printf("Usage: %s alpha beta \n", argv[0]); exit(1); } alpha = (double) atof(argv[1]); beta = (double) atof(argv[2]); descra[2] = 1; descra[3] = 1; descra[4] = 1; printf("-----------------------------------------------------\n"); printf(" alpha = %e, beta = %e \n",alpha, beta); printf("-----------------------------------------------------\n"); for (n=1;n!=3;n++) { /* loop on columns in C */ printf("*** n = %d ***\n",n); /* (test vector and matrix routines) */ /* First, test general matrices */ printf(" General matrices:\n"); /* Testing rectangular matrices */ printf(" rectangular\n"); descra[0] = 0; descra[1] = 1; /* ignored */ for (i=0;i!=m;i++) /* Initialize c */ for (j=0;j!=n;j++) c[j*m+i] = i+1; transa = 0; dbsrmm( transa, rmb, n, rkb, alpha, descra, ra, rbindx, rbpntrb, rbpntre, rlb, rb, rldb, beta, c, ldc, work, lwork); for (i=0;i!=n*m;i++) d[i] = c[i] - alpha; for (i=0;i!=m;i++) /* Initialize c */ for (j=0;j!=n;j++) c[j*m+i] = i+1; /* Call mat-mult with explicit symmtric matrix */ transa = 0; dbsrmm( transa, mb, n, kb, alpha, descra, a, bindx, bpntrb, bpntre, lb, b, ldb, beta, c, ldc, work, lwork); error = resid(n*m, d, c); if ( error >= tolerance ){ errcount++; printf("Error for rectangular matmult (no transpose)"); printf("n = %d.\n",n); printf("Residual: %10.6f \n",error); for (i=0;i!=n*m;i++) printf("%6.2f %6.2f\n",d[i], c[i]); } for (i=0;i!=m;i++) /* Initialize rc */ for (j=0;j!=n;j++) rc[j*(m+lb)+i] = i+1; for (i=m;i!=m+lb;i++) /* Initialize rc */ for (j=0;j!=n;j++) rc[j*(m+lb)+i] = 1; transa = 1; dbsrmm( transa, rmb, n, rkb, alpha, descra, ra, rbindx, rbpntrb, rbpntre, rlb, b, ldb, beta, rc, rldc, work, lwork); error = resid(m, c, rc); for (j=0;j= tolerance ){ errcount++; printf("Error for rectangular matmult (transpose)"); printf("n = %d.\n",n); printf("Residual: %10.6f \n",error); } descra[0] = 0; descra[1] = 1; /* lower triangular matrix */ printf(" lower triangular\n"); for (i=0;i!=m;i++) /* Initialize c */ for (j=0;j!=n;j++) c[j*m+i] = i+1; /* Call triangular mat-mult with lower triangular matrix */ transa = 0; dbsrmm( transa, mb, n, kb, alpha, descra, la, lbindx, lbpntrb, lbpntre, lb, b, ldb, beta, c, ldc, work, lwork); for (i=0;i!=n*m;i++) d[i] = c[i]; descra[1] = 2; /* upper triangular matrix */ printf(" upper triangular\n"); for (i=0;i!=m;i++) for (j=0;j!=n;j++) c[j*m+i] = i+1; /* Call mat-mult with upper triangular matrix: */ transa = 1; dbsrmm( transa, mb, n, kb, alpha, descra, ua, ubindx, ubpntrb, ubpntre, lb, b, ldb, beta, c, ldc, work, lwork); error = resid(n*m, d, c); if ( error >= tolerance ){ errcount++; printf("Error for upper(or lower) general matmult"); printf("n = %d.\n",n); printf("Residual: %10.6f \n",error); for (i=0;i!=n*m;i++) printf("%6.2f %6.2f\n",d[i], c[i]); } /* Second, test symmetric matrices */ printf(" Symmetric matrices:\n"); descra[0] = 0; /* mat-mult with explicit matrix */ for (i=0;i!=m;i++) /* Initialize c */ for (j=0;j!=n;j++) c[j*m+i] = i+1; /* Call mat-mult with explicit symmtric matrix */ transa = 0; dbsrmm( transa, mb, n, kb, alpha, descra, a, bindx, bpntrb, bpntre, lb, b, ldb, beta, c, ldc, work, lwork); for (i=0;i!=n*m;i++) /* copy result to d */ d[i] = c[i]; descra[0] = 1; /* symmetry is implicit */ descra[1] = 1; /* lower triangular matrix */ printf(" lower triangular\n"); for (i=0;i!=m;i++) /* Initialize c */ for (j=0;j!=n;j++) c[j*m+i] = i+1; /* Call symmetric mat-mult with lower triangular matrix */ transa = 0; dbsrmm( transa, mb, n, kb, alpha, descra, la, lbindx, lbpntrb, lbpntre, lb, b, ldb, beta, c, ldc, work, lwork); /* compare explicit to implicit */ error = resid(n*m, d, c); if ( error >= tolerance ){ errcount++; printf("Error for symmetric matmult (lower triangular)"); printf("n = %d.\n",n); printf("Residual: %10.6f \n",error); for (i=0;i!=n*m;i++) printf("%6.2f %6.2f\n",d[i], c[i]); } descra[1] = 2; /* upper triangular matrix */ printf(" upper triangular\n"); for (i=0;i!=m;i++) /* Initialize c */ for (j=0;j!=n;j++) c[j*m+i] = i+1; /* Call symmetric mat-mult with upper triangular matrix */ transa = 0; dbsrmm( transa, mb, n, kb, alpha, descra, ua, ubindx, ubpntrb, ubpntre, lb, b, ldb, beta, c, ldc, work, lwork); /* compare explicit to implicit */ error = resid(n*m, d, c); if ( error >= tolerance ){ errcount++; printf("Error for symmetric matmult (upper triangular)"); printf("n = %d.\n",n); printf("Residual: %10.6f \n",error); for (i=0;i!=n*m;i++) printf("%6.2f %6.2f\n",d[i], c[i]); } /* Third, test skew-symmetric matrices */ printf(" Skew-Symmetric matrices:\n"); descra[0] = 0; /* mat-mult with explicit matrix */ for (i=0;i!=m;i++) /* Initialize c */ for (j=0;j!=n;j++) c[j*m+i] = i+1; /* Call mat-mult with explicit skew-symmetric matrix */ transa = 0; dbsrmm( transa, mb, n, kb, alpha, descra, ka, bindx, bpntrb, bpntre, lb, b, ldb, beta, c, ldc, work, lwork); for (i=0;i!=n*m;i++) /* copy result to d */ d[i] = c[i]; descra[0] = 4; /* symmetry is implicit */ descra[1] = 1; /* lower triangular matrix */ printf(" lower triangular (no transp)\n"); for (i=0;i!=m;i++) /* Initialize c */ for (j=0;j!=n;j++) c[j*m+i] = i+1; /* Call skew-symmetric mat-mult with lower triangular matrix */ transa = 0; dbsrmm( transa, mb, n, kb, alpha, descra, la, lbindx, lbpntrb, lbpntre, lb, b, ldb, beta, c, ldc, work, lwork); /* compare explicit to implicit */ error = resid(n*m, d, c); if ( error >= tolerance ){ errcount++; printf("Error for skew-symmetric matmult (lower triangular)"); printf("n = %d.\n",n); printf("Residual: %10.6f \n",error); for (i=0;i!=n*m;i++) printf("%6.2f %6.2f\n",d[i], c[i]); } descra[1] = 2; /* upper triangular matrix */ printf(" upper triangular (transp)\n"); for (i=0;i!=m;i++) /* Initialize c */ for (j=0;j!=n;j++) c[j*m+i] = i+1; /* Call skew-symmetric mat-mult with upper triangular matrix */ transa = 1; /* Use transpose to get same */ /* matrix as lower triangular */ dbsrmm( transa, mb, n, kb, alpha, descra, ua, ubindx, ubpntrb, ubpntre, lb, b, ldb, beta, c, ldc, work, lwork); /* compare explicit to implicit */ error = resid(n*m, d, c); if ( error >= tolerance ){ errcount++; printf("Error for skew-symmetric matmult (upper triangular)"); printf("n = %d.\n",n); printf("Residual: %10.6f \n",error); for (i=0;i!=n*m;i++) printf("%6.2f %6.2f\n",d[i], c[i]); } /* Now, work with transp of lower */ /* and upper triangular matrix, */ /* results should be negation of */ /* explicit matrix multiply */ /* check by taking alpha = -alpha */ descra[1] = 1; /* lower triangular matrix */ printf(" lower triangular (transp)\n"); for (i=0;i!=m;i++) /* Initialize c */ for (j=0;j!=n;j++) c[j*m+i] = i+1; /* Call skew-symmetric mat-mult with lower triangular matrix */ transa = 1; dbsrmm( transa, mb, n, kb, -1.0*alpha, descra, la, lbindx, lbpntrb, lbpntre, lb, b, ldb, beta, c, ldc, work, lwork); /* compare explicit to implicit */ error = resid(n*m, d, c); if ( error >= tolerance ){ errcount++; printf("Error for skew-symmetric matmult (lower triangular)"); printf("n = %d.\n",n); printf("Residual: %10.6f \n",error); for (i=0;i!=n*m;i++) printf("%6.2f %6.2f\n",d[i], c[i]); } descra[1] = 2; /* upper triangular matrix */ printf(" upper triangular (no transp)\n"); for (i=0;i!=m;i++) /* Initialize c */ for (j=0;j!=n;j++) c[j*m+i] = i+1; /* Call skew-symmetric mat-mult with upper triangular matrix */ transa = 0; /* Use transpose to get same */ /* matrix as lower triangular */ dbsrmm( transa, mb, n, kb, -1.0*alpha, descra, ua, ubindx, ubpntrb, ubpntre, lb, b, ldb, beta, c, ldc, work, lwork); /* compare explicit to implicit */ error = resid(n*m, d, c); if ( error >= tolerance ){ errcount++; printf("Error for skew-symmetric matmult (upper triangular)"); printf("n = %d.\n",n); printf("Residual: %10.6f \n",error); for (i=0;i!=n*m;i++) printf("%6.2f %6.2f\n",d[i], c[i]); } } /* close loop on n */ if ( errcount > 0 ) printf("%d errors in dtbsrmm run for alpha = %e, beta = %e\n",errcount,alpha, beta); return errcount; } /* end main */ double resid(int m, double *x1, double *x2) { double norm; int i; norm = 0.0; for (i=0;i