svdObj_f* svdInit_f(vsip_length m, vsip_length n) { svdObj_f *s=malloc(sizeof(svdObj_f)); if(m < n){ printf("Column length must not be less than row length"); return NULL; } if(!s) { printf("\nfailed to allocate svd object\n"); return NULL; } s->init=0; if(!(s->t = vsip_vcreate_f(m,VSIP_MEM_NONE))){ s->ts = NULL; s->init++; } else { if(!(s->ts = vsip_vcloneview_f(s->t))) s->init++; } if(!(s->B=vsip_mcreate_f(m,n,VSIP_ROW,VSIP_MEM_NONE))){ s->Bs = NULL; s->bs=NULL; s->init++; } else { if(!(s->Bs=vsip_mcloneview_f(s->B))) s->init++; if(!(s->bs=vsip_mrowview_f(s->B,0))) s->init++; } if(!(s->L=meye_f(m))){ s->Ls=NULL; s->init++; } else { if(!(s->Ls = vsip_mcloneview_f(s->L))) s->init++; if(!(s->ls_two = vsip_mrowview_f(s->Ls,0))) s->init++; if(!(s->ls_one = vsip_mrowview_f(s->Ls,0))) s->init++; } if(!(s->R=meye_f(n))){ s->Rs=NULL; s->init++; } else { if(!(s->Rs = vsip_mcloneview_f(s->R))) s->init++; if(!(s->rs_two = vsip_mrowview_f(s->Rs,0))) s->init++; if(!(s->rs_one = vsip_mrowview_f(s->Rs,0))) s->init++; } if(!(s->indx_L=vsip_vcreate_vi(n,VSIP_MEM_NONE))) s->init++; if(!(s->indx_R=vsip_vcreate_vi(n,VSIP_MEM_NONE))) s->init++; if(!(s->d = vsip_vcreate_f(n,VSIP_MEM_NONE))){ s->init++; s->ds = NULL; } else { if(!(s->ds = vsip_vcloneview_f(s->d))) s->init++; } if(!(s->f = vsip_vcreate_f(n-1,VSIP_MEM_NONE))){ s->init++; s->fs = NULL; } else { if(!(s->fs = vsip_vcloneview_f(s->f))) s->init++; } if(s->init) svdFinalize_f(s); return s; }
/* Below we implement example from "help interp1" in octave 2.9.9 * xf=[0:0.05:10]; yf = sin(2*pi*xf/5); * xp=[0:10]; yp = sin(2*pi*xp/5); * lin=interp1(xp,yp,xf); */ int main (int argc, const char * argv[]) { int retval = vsip_init((void*)0); vsip_length N0 = 11; vsip_length N = 201; vsip_length M = 3; vsip_mview_f *yf = vsip_mcreate_f(M,N,VSIP_ROW,VSIP_MEM_NONE); vsip_vview_f *xf = vsip_vcreate_f(N,VSIP_MEM_NONE); vsip_vview_f *xp = vsip_vcreate_f(N0,VSIP_MEM_NONE); vsip_mview_f *yp = vsip_mcreate_f(M,N0,VSIP_COL,VSIP_MEM_NONE); vsip_vview_f *yp0 = vsip_mrowview_f(yp,0); vsip_vview_f *yp1 = vsip_mrowview_f(yp,1); vsip_vview_f *yp2 = vsip_mrowview_f(yp,2); vsip_vramp_f(0.0,1.0,xp); vsip_vramp_f(0.0,0.05,xf); vsip_svmul_f(2.0/5.0 * M_PI,xp,yp0); vsip_svadd_f(M_PI/8.0,yp0,yp1); vsip_svadd_f(M_PI/8.0,yp1,yp2); vsip_vsin_f(yp0,yp0); vsip_vsin_f(yp1,yp1); vsip_vsin_f(yp2,yp2); printf("xp = ");VPRINT(xp); printf("yp = ");MPRINT(yp); printf("xf = ");VPRINT(xf); vsip_minterp_linear_f(xp,yp,VSIP_ROW,xf,yf); printf("linear = "); MPRINT(yf); vsip_vdestroy_f(yp0); vsip_vdestroy_f(yp1); vsip_vdestroy_f(yp2); vsip_valldestroy_f(xf); vsip_valldestroy_f(xp); vsip_malldestroy_f(yp); vsip_malldestroy_f(yf); vsip_finalize((void*)0); return retval; }
int main() { vsip_init((void*)0);{ vsip_mview_f *A = vsip_mcreate_f(NN,NN,VSIP_ROW,VSIP_MEM_NONE); vsip_mview_f *B = vsip_mcreate_f(NN,2,VSIP_COL,VSIP_MEM_NONE); struct tms t_buf; clock_t tclicks; vsip_lu_f *lud = vsip_lud_create_f(NN); printf("data fill in times 1 %lu\n",times(&t_buf)); { int i; vsip_vview_f *r = vsip_mrowview_f(A,0); vsip_offset o = vsip_vgetoffset_f(r); vsip_stride s = vsip_mgetcolstride_f(A); for(i=0; i<NN; i++){ vsip_vputoffset_f(r,o); vsip_vramp_f(i,1,r); o += s; } vsip_vdestroy_f(r); } { vsip_vview_f *r = vsip_mdiagview_f(A,0); vsip_vfill_f(0,r); vsip_vdestroy_f(r); } { vsip_vview_f *r = vsip_mcolview_f(B,0); vsip_vramp_f(1,.01,r); vsip_vdestroy_f(r); r = vsip_mcolview_f(B,1); vsip_vramp_f(2,.01,r); vsip_vdestroy_f(r); } /* printf("A = "); VU_mprintm_f("7.4",A); */ /* printf("B = "); VU_mprintm_f("7.4",B); */ printf("lud in times 2 %lu\n",(tclicks = times(&t_buf))); vsip_lud_f(lud,A); printf("lud out times 3 %lu\n",times(&t_buf) - tclicks); /* printf("Adec = "); VU_mprintm_f("7.4",A); */ printf("lusol in times 4 %lu\n",(tclicks = times(&t_buf))); vsip_lusol_f(lud,VSIP_MAT_NTRANS,B); printf("lusol out times 5 %lu\n",times(&t_buf) - tclicks); /* printf("B = "); VU_mprintm_f("7.4",B); */ } vsip_finalize((void*)0);return 0; }
vsip_mview_f* VU_I_f(vsip_length M) { vsip_mview_f *I = vsip_mcreate_f(M,M,VSIP_ROW,VSIP_MEM_NONE); if(I != NULL){ vsip_vview_f *row = vsip_mrowview_f(I,0); if(row != NULL){ vsip_vputlength_f(row,(vsip_length)(M * M)); vsip_vfill_f((vsip_scalar_f)0.0,row); vsip_vputlength_f(row,M); vsip_vputstride_f(row,(vsip_stride) (M + 1)); vsip_vfill_f((vsip_scalar_f)1.0,row); vsip_vdestroy_f(row); } else { vsip_mdestroy_f(I); return (vsip_mview_f*) NULL; } } else { return (vsip_mview_f*) NULL; } return I; }
int main(){vsip_init((void*)0); { int solretval=0; vsip_scalar_vi i,j; vsip_mview_f *A = vsip_mcreate_f(M, N,VSIP_COL,0); vsip_mview_f *X = vsip_mcreate_f(M,NB,VSIP_ROW,0); /* Nullify the data-space */ for (i=0; i < vsip_mgetcollength_f(A); i++) for(j=0; j < vsip_mgetrowlength_f(A); j++) vsip_mput_f(A,i,j,(double)0); for (i=0; i < vsip_mgetcollength_f(X); i++) for(j=0; j < vsip_mgetrowlength_f(X); j++) vsip_mput_f(X,i,j,(double)0); /* Initialise matrix A */ for (i=0; i<M; i++) for (j = 0; j < N; j++) if(i == j) vsip_mput_f(A,i,j, (double)(M+1)); else vsip_mput_f(A,i,j, -1.0); { /* store data */ /* vsip_mput_f(A,0,0,1); vsip_mput_f(A,0,1,2); vsip_mput_f(A,0,2,1); */ /* vsip_mput_f(A,1,0,3); vsip_mput_f(A,1,1,-1); vsip_mput_f(A,1,2,0); */ /* vsip_mput_f(A,2,0,2); vsip_mput_f(A,2,1,1); vsip_mput_f(A,2,2,-1); */ /* vsip_mput_f(A,3,0,1); vsip_mput_f(A,3,1,2); vsip_mput_f(A,3,2,2); */ /* vsip_mput_f(X,0,0,1); */ /* vsip_mput_f(X,1,0,2); */ /* vsip_mput_f(X,2,0,2); */ /* vsip_mput_f(X,3,0,1); */ } {int i,j; printf("matrix\n A = [\n"); for(i=0; i<M; i++) { for(j=0; j< N; j++) printf("%9.2f%s",vsip_mget_f(A,i,j),(j == N-1) ? "":","); (i==M-1) ? printf(";]\n") : printf(";\n") ; } } { int j, k; vsip_vview_f *y = NULL; vsip_vview_f *x; vsip_length L = NB; vsip_length p = M; for(k=0; k<L; k++) { x = vsip_mcolview_f(X,k); for (j=0; j<p; j++) { y = vsip_mrowview_f(A,j); vsip_vput_f(x,j,(double)(k+1)*(vsip_vsumval_f(y))); /* vsip_vput_f(x,j,(vsip_vsumval_f(y)));*/ vsip_vdestroy_f(y); } vsip_vdestroy_f(x); } } {int i,j; printf("rhs matrix\n B = [\n"); for(i=0; i<NN; i++) { for(j=0; j<NB; j++) printf("%9.2f%s",vsip_mget_f(X,i,j),(j == NB-1) ? "":","); (i==NN-1) ? printf(";]\n") : printf(";\n") ; } } {vsip_qr_f* qrAop = vsip_qrd_create_f(M,N, QOPT); if(qrAop == NULL) exit(1); {int i,j; if(QOPT == VSIP_QRD_SAVEQ1) { printf("qrd returns %i\n",vsip_qrd_f(qrAop,A)); printf("matrix A after factorisation: skinny Q explicitly\n Q1 = [\n"); for(i= 0; i< M ; i++) { for(j=0; j< N; j++) printf("%8.4f %s",vsip_mget_f(A,i,j),(j == N-1) ? "":","); (i == M - 1) ? printf("]\n") : printf(";\n"); } } else if(QOPT == VSIP_QRD_SAVEQ || QOPT == VSIP_QRD_NOSAVEQ) { printf("qrd returns %i\n",vsip_qrd_f(qrAop,A)); printf("matrix A after fact.: R and "); (QOPT == VSIP_QRD_SAVEQ) ? printf("full Q implicitly\n Q/R = [\n") : printf("Q not saved -- ignore LT portion. \n R = [\n"); for(i= 0; i<M ; i++) { for(j=0; j< N; j++) printf("%9.5f %s",vsip_mget_f(A,i,j),(j == N-1) ? "":","); (i == M - 1) ? printf("]\n") : printf(";\n"); } } } if( QPROB == VSIP_LLS) { if (QOPT == VSIP_QRD_SAVEQ1 || QOPT == VSIP_QRD_SAVEQ) { if((solretval=vsip_qrsol_f(qrAop, QPROB, X))) { printf("Warning -- Least Squares soln returns %i -- Check\n", solretval); printf("Upper triang. mat. R, possibly singular\n"); } else printf("Least Squares soln returns %i\n", solretval); } else { printf("Least Squares systems cannot be solved by the NOSAVEQ option --exiting\n"); exit(1); } } else { if((solretval=vsip_qrsol_f(qrAop,QPROB, X))) { printf("Warning -- Covariance soln returns %i -- Check\n",solretval); printf("Upper triang. mat. R, possibly singular\n"); } else printf("Covariance soln returns %i\n",solretval); } vsip_qrd_destroy_f(qrAop); } {int i,j; printf("Soln Matrix\n"); for(i=0; i<N; i++) { for(j=0; j<NB; j++) printf("%9.5f%s",vsip_mget_f(X,i,j),(j == NB-1) ? "":","); printf(";\n"); } } vsip_malldestroy_f(X); vsip_malldestroy_f(A); } vsip_finalize((void*)0); return 1; }
int main(){vsip_init((void*)0); { int i,j; /* counters */ vsip_vview_f *windowt = vsip_vcreate_hanning_f(Ns,0); vsip_vview_f *windowp = vsip_vcreate_hanning_f(Mp,0); vsip_vview_f *kernel = vsip_vcreate_kaiser_f(Nfilter,kaiser,0); vsip_fir_f *fir = vsip_fir_create_f(kernel, VSIP_NONSYM,2 * Nn,2,VSIP_STATE_SAVE,0,0); vsip_vview_f *t =vsip_vcreate_f(Ns,0); /*time vector*/ vsip_vview_f *noise[Nnoise]; vsip_vview_f *nv = vsip_vcreate_f(2 * Nn,0); vsip_vview_f *tt = vsip_vcreate_f(Ns,0); vsip_mview_f *data = vsip_mcreate_f(Mp,Ns,VSIP_ROW,0), *rmview; vsip_vview_f *data_v, *gram_v; vsip_cvview_f *gram_data_v; vsip_cmview_f *gram_data = vsip_cmcreate_f(Mp,Ns/2 + 1,VSIP_COL,0); vsip_mview_f *gram = vsip_mcreate_f(Mp,Ns/2 + 1,VSIP_ROW,0); vsip_mview_f *Xim = vsip_mcreate_f(Mp,Mp+1,VSIP_ROW,0); vsip_scalar_f alpha = (D * Fs) / c; vsip_vview_f *m = vsip_vcreate_f(Mp,0); vsip_vview_f *Xi = vsip_vcreate_f(Mp + 1,0); vsip_randstate *state = vsip_randcreate(15,1,1,VSIP_PRNG); vsip_scalar_f w0 = 2 * M_PI * F0/Fs; vsip_scalar_f w1 = 2 * M_PI * F1/Fs; vsip_scalar_f w2 = 2 * M_PI * F2/Fs; vsip_scalar_f w3 = 2 * M_PI * F3/Fs; vsip_scalar_f cnst1 = M_PI/Nnoise; vsip_offset offset0 = (vsip_offset)(alpha * Mp + 1); vsip_fftm_f *rcfftmop_obj = /* time fft */ vsip_rcfftmop_create_f(Mp,Ns,1,VSIP_ROW,0,0); vsip_fftm_f *ccfftmip_obj = vsip_ccfftmip_create_f(Mp,Ns/2 + 1,VSIP_FFT_FWD,1,VSIP_COL,0,0); vsip_vramp_f(0,1,m); vsip_vramp_f(0,M_PI/Mp,Xi); vsip_vcos_f(Xi,Xi); vsip_vouter_f(alpha,m,Xi,Xim); { vsip_vview_f *gram_v = vsip_mrowview_f(gram,0); vsip_vputlength_f(gram_v,Mp*(Ns/2 + 1)); vsip_vfill_f(0,gram_v); vsip_vdestroy_f(gram_v); } for(j=0; j<Nnoise; j++){ noise[j] = vsip_vcreate_f(Nn,0); vsip_vrandn_f(state,nv); vsip_firflt_f(fir,nv,noise[j]); vsip_svmul_f(12.0/(Nnoise),noise[j],noise[j]); vsip_vputlength_f(noise[j],Ns); } vsip_vramp_f(0,1.0,t); /* time vector */ for(i=0; i<Mp; i++){ vsip_scalar_f Xim_val = vsip_mget_f(Xim,i,Theta_o); data_v = vsip_mrowview_f(data,i); vsip_vsmsa_f(t,w0,-w0 * Xim_val,tt); vsip_vcos_f(tt,data_v); /*F0 time series */ vsip_vsmsa_f(t,w1,-w1 * Xim_val,tt); vsip_vcos_f(tt,tt); /*F1 time series */ vsip_vadd_f(tt,data_v,data_v); vsip_vsmsa_f(t,w2,-w2 * Xim_val,tt); vsip_vcos_f(tt,tt); /*F2 time series */ vsip_vadd_f(tt,data_v,data_v); vsip_vsmsa_f(t,w3,-w3 * Xim_val,tt); vsip_vcos_f(tt,tt); /*F3 time series */ vsip_svmul_f(3.0,tt,tt); /* scale by 3.0 */ vsip_vadd_f(tt,data_v,data_v); vsip_svmul_f(3,data_v,data_v); for(j=0; j<Nnoise; j++){ /* simple time delay beam forming for noise */ vsip_vputoffset_f(noise[j],offset0 + (int)( i * alpha * cos(j * cnst1))); vsip_vadd_f(noise[j],data_v,data_v); } /* need to destroy before going on to next phone */ vsip_vdestroy_f(data_v); } /* window the data and the array to reduce sidelobes */ vsip_vmmul_f(windowt,data,VSIP_ROW,data); vsip_vmmul_f(windowp,data,VSIP_COL,data); /* do ffts */ vsip_rcfftmop_f(rcfftmop_obj,data,gram_data); vsip_ccfftmip_f(ccfftmip_obj,gram_data); { /* scale gram to db, min 0 max 255 */ vsip_index ind; gram_v = vsip_mrowview_f(gram,0); gram_data_v = vsip_cmcolview_f(gram_data,0); rmview = vsip_mrealview_f(gram_data); vsip_vputlength_f(gram_v,Mp*(Ns/2 + 1)); vsip_cvputlength_f(gram_data_v,Mp*(Ns/2 + 1)); data_v = vsip_vrealview_f(gram_data_v); vsip_vcmagsq_f(gram_data_v,data_v); vsip_mcopy_f_f(rmview,gram); vsip_vdestroy_f(data_v); vsip_svadd_f(1.0 - vsip_vminval_f(gram_v,&ind),gram_v,gram_v); vsip_vlog10_f(gram_v,gram_v); vsip_svmul_f(256.0 / vsip_vmaxval_f(gram_v,&ind), gram_v,gram_v);/* scale */ /* reorganize the data to place zero in the center for direction space */ data_v = vsip_vcloneview_f(gram_v); vsip_vputlength_f(data_v,(Mp/2) * (Ns/2 + 1)); vsip_vputoffset_f(data_v,(Mp/2) * (Ns/2 + 1)); vsip_vputlength_f(gram_v,(Mp/2) * (Ns/2 + 1)); vsip_vswap_f(data_v,gram_v); vsip_vdestroy_f(gram_v); vsip_vdestroy_f(data_v); vsip_cvdestroy_f(gram_data_v); vsip_mdestroy_f(rmview); } VU_mprintgram_f(gram,"gram_output"); } vsip_finalize((void*)0); return 0; }
int main() { vsip_init((void*)0); { int i,j; vsip_mview_f *A = vsip_mcreate_f(M,N,VSIP_COL,0); vsip_mview_f *X = vsip_mcreate_f( (NN>= M)?NN:M, (NB>=M)?NB:M, VSIP_ROW,0); /* put the appropriate row, col lengths of X */ X = vsip_mputcollength_f(X,NN); X = vsip_mputrowlength_f(X,NB); /* Initialise matrix A */ for (i=0; i<M; i++) for (j = 0; j < N; j++) if(i == j) vsip_mput_f(A,i,j, (double)(M+1)); else vsip_mput_f(A,i,j, -1.0); { int i,j; printf("matrix\n A = [\n"); for(i=0; i<M; i++) { for(j=0; j< N; j++) printf("%9.2f%s",vsip_mget_f(A,i,j),(j == N-1) ? "":","); (i == M-1)? printf("]\n") : printf(";\n"); } } { int j, k; vsip_vview_f *y = NULL; vsip_vview_f *x; vsip_length L = NB; for(k=0; k<L; k++) { x = vsip_mcolview_f(X,k); for (j=0; j<vsip_vgetlength_f(x); j++) { y = vsip_mrowview_f(A,j); vsip_vput_f(x,j,(double)(k+1)*(vsip_vsumval_f(y))); vsip_vdestroy_f(y); } vsip_vdestroy_f(x); } } { int i,j; printf("rhs matrix\n C = [\n"); for(i=0; i<NN; i++) { for(j=0; j<NB; j++) printf("%9.2f%s",vsip_mget_f(X,i,j),(j == NB-1) ? "":","); (i == NN - 1) ? printf("]\n") : printf(";\n"); } } { vsip_qr_f* qrAop = vsip_qrd_create_f(M,N, QOPT); if(qrAop == NULL) exit(1); { int i,j; if(QOPT == VSIP_QRD_SAVEQ1) { printf("qrd returns %i\n",vsip_qrd_f(qrAop,A)); printf("matrix A after factorisation: skinny Q explicitly\n Q1 = [\n"); for(i= 0; i< M ; i++) { for(j=0; j< N; j++) printf("%9.5f%s",vsip_mget_f(A,i,j),(j == N-1) ? "":","); (i == M - 1) ? printf("]\n") : printf(";\n"); } } else if(QOPT == VSIP_QRD_SAVEQ) { printf("qrd returns %i\n",vsip_qrd_f(qrAop,A)); printf("matrix A after factorisation: R + full Q implicitly\n Q/R = [\n"); for(i= 0; i<M ; i++) { for(j=0; j< N; j++) printf("%9.2f%s",vsip_mget_f(A,i,j),(j == N-1) ? "":","); (i == M-1)? printf("]\n") : printf(";\n"); } } else if(QOPT == VSIP_QRD_NOSAVEQ) { printf("Q is not saved with this option. \n"); printf("Product with Q is invalid, exiting\n"); vsip_qrd_destroy_f(qrAop); vsip_malldestroy_f(X); vsip_malldestroy_f(A); exit(1); } if (opQ == VSIP_MAT_TRANS || opQ == VSIP_MAT_HERM) { if(apQ == VSIP_MAT_RSIDE) /* C * Q^t */ { printf(" This is a product of type C <- C * Q^t \n"); if(vsip_qrdprodq_f(qrAop,opQ,apQ,X)) { printf("Size not conformal or invalid operation by Q: -- exiting\n"); vsip_qrd_destroy_f(qrAop); vsip_malldestroy_f(X); vsip_malldestroy_f(A); exit(1); } else { X = vsip_mputrowlength_f(X,M); } } else if(apQ == VSIP_MAT_LSIDE) /* Q^t * C */ { if(QOPT == 1) printf(" This is a product of type C <- Q^t * C \n"); if(QOPT == 2) printf(" This is a product of type C <- Q_1^t * C \n"); if(vsip_qrdprodq_f(qrAop,opQ,apQ,X)) { printf("Size not conformal or invalid operation by Q: -- exiting\n"); vsip_qrd_destroy_f(qrAop); vsip_malldestroy_f(X); vsip_malldestroy_f(A); exit(1); } else { if(QOPT == 2) X = vsip_mputcollength_f(X,N); } } } else if (opQ == VSIP_MAT_NTRANS) { if(apQ == VSIP_MAT_RSIDE) /* C * Q */ { printf(" This is a product of type C <- C * Q \n"); if(vsip_qrdprodq_f(qrAop,opQ,apQ,X)) { printf("Size not conformal or invalid operation by Q: -- exiting\n"); vsip_qrd_destroy_f(qrAop); vsip_malldestroy_f(X); vsip_malldestroy_f(A); exit(1); } else { X = vsip_mputrowlength_f(X,N); } } else if(apQ == VSIP_MAT_LSIDE) /* Q * C */ { if(QOPT == 1) printf(" This is a product of type C <- Q * C \n"); if(QOPT == 2) printf(" This is a product of type C <- Q_1 * C \n"); if(vsip_qrdprodq_f(qrAop,opQ,apQ,X)) { printf("Size not conformal or invalid operation by Q: -- exiting\n"); vsip_qrd_destroy_f(qrAop); vsip_malldestroy_f(X); vsip_malldestroy_f(A); exit(1); } else { X = vsip_mputcollength_f(X,M); } } } } vsip_qrd_destroy_f(qrAop); } { int i,j; printf("Soln Matrix\n C = [\n"); for(i=0; i< vsip_mgetcollength_f(X); i++) { for(j=0; j< vsip_mgetrowlength_f(X); j++) printf("%8.4f%s",vsip_mget_f(X,i,j), (j == vsip_mgetrowlength_f(X)-1) ? "":","); (i == vsip_mgetcollength_f(X)-1) ? printf("]\n") : printf(";\n"); } } vsip_malldestroy_f(X); vsip_malldestroy_f(A); } vsip_finalize((void*)0); return 1; }