int main(){vsip_init((void*)0); { FILE *vfptr = fopen("vector.data","r"); FILE *mfptr = fopen("matrix.data","r"); vsip_mview_f *B = vsip_mcreate_f(3,5,VSIP_ROW,0); vsip_mview_f *R = vsip_mcreate_f(3,5,VSIP_ROW,0); vsip_vview_f *a = vsip_vcreate_f(5,0); VU_vreadf_f(vfptr,a); VU_mreadf_f(mfptr,B); fclose(vfptr); fclose(mfptr); vsip_vmmul_f(a,B,VSIP_ROW,R); printf("a = "); VU_vprintm_f("6.2",a); printf("B = "); VU_mprintm_f("6.2",B); printf("R = "); VU_mprintm_f("6.2",R); { /* test for VSIP_COL */ vsip_mview_f *BT = vsip_mtransview_f(B); vsip_mview_f *RT = vsip_mtransview_f(R); vsip_vmmul_f(a,BT,VSIP_COL,RT); printf("a = "); VU_vprintm_f("6.2",a); printf("BT = "); VU_mprintm_f("6.2",BT); printf("RT = "); VU_mprintm_f("6.2",RT); vsip_mdestroy_f(BT); vsip_mdestroy_f(RT); } vsip_valldestroy_f(a); vsip_malldestroy_f(B); vsip_malldestroy_f(R); } vsip_finalize((void*)0); return 0; }
void svdFinalize_f(svdObj_f *s) { vsip_vdestroy_f(s->ts); vsip_valldestroy_f(s->t); vsip_vdestroy_f(s->rs_one); vsip_vdestroy_f(s->rs_two); vsip_mdestroy_f(s->Rs); vsip_vdestroy_f(s->ls_one); vsip_vdestroy_f(s->ls_two); vsip_mdestroy_f(s->Ls); vsip_mdestroy_f(s->Bs); vsip_vdestroy_f(s->bs); vsip_malldestroy_f(s->B); vsip_malldestroy_f(s->R); vsip_malldestroy_f(s->L); vsip_valldestroy_vi(s->indx_L); vsip_valldestroy_vi(s->indx_R); vsip_vdestroy_f(s->ds); vsip_valldestroy_f(s->d); vsip_vdestroy_f(s->fs); vsip_valldestroy_f(s->f); s=NULL; }
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 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(int argc, char **argv) { size_t i, j; vsip_init(0); vsip_scalar_f data[27] = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26}; vsip_block_f *block = vsip_blockbind_f(data, 27, VSIP_MEM_NONE); vsip_blockadmit_f(block, 1); vsip_tview_f *src = vsip_tbind_f(block, 0, 9, 3, 3, 3, 1, 3); vsip_tview_f *dest1 = vsip_tcreate_f(3, 3, 3, VSIP_TRAILING, VSIP_MEM_NONE); vsip_tview_f *dest2 = vsip_tcreate_f(3, 3, 3, VSIP_LEADING, VSIP_MEM_NONE); vsip_mview_f *plane_yx = vsip_tmatrixview_f(src, VSIP_TMYX, 1); vsip_mview_f *plane_zx = vsip_tmatrixview_f(src, VSIP_TMZX, 1); vsip_mview_f *plane_zy = vsip_tmatrixview_f(src, VSIP_TMZY, 1); vsip_tcopy_f_f(src, dest1); test_assert(tequal_f(src, dest1)); vsip_tcopy_f_f(src, dest2); test_assert(tequal_f(src, dest2)); #if DEBUG printf("source:\n"); toutput_f(src); printf("\n"); printf("dest1:\n"); toutput_f(dest1); printf("\n"); printf("dest2:\n"); toutput_f(dest2); printf("\n"); printf("yx plane:\n"); moutput_f(plane_yx); printf("\n"); printf("zx plane:\n"); moutput_f(plane_zx); printf("\n"); printf("zy plane:\n"); moutput_f(plane_zy); printf("\n"); #endif vsip_mdestroy_f(plane_yx); vsip_mdestroy_f(plane_zx); vsip_mdestroy_f(plane_zy); vsip_talldestroy_f(dest2); vsip_talldestroy_f(dest1); vsip_talldestroy_f(src); vsip_finalize(0); return 0; };
int main(){vsip_init((void*)0); { vsip_mview_f *Adummy = vsip_mcreate_f(5*NN,5*NN,VSIP_COL,0); vsip_mview_f *A = vsip_msubview_f(Adummy,3,2,NN,NN); vsip_vview_f *x0 = vsip_vcreate_f(NN,0); vsip_mview_f *X = vsip_mcreate_f(NN,3,VSIP_ROW,0); vsip_mview_f *XT = vsip_mcreate_f(NN,3,VSIP_COL,0); vsip_mputrowstride_f(A,2*vsip_mgetrowstride_f(A)); vsip_mputcolstride_f(A,3*vsip_mgetcolstride_f(A)); /* matrix data */ vsip_mput_f(A,0,0,0.5); vsip_mput_f(A,0,1,7); vsip_mput_f(A,0,2,10); vsip_mput_f(A,0,3,12); vsip_mput_f(A,0,4,-3); vsip_mput_f(A,0,5,0); vsip_mput_f(A,0,6,.05); vsip_mput_f(A,1,0,2); vsip_mput_f(A,1,1,13); vsip_mput_f(A,1,2,18); vsip_mput_f(A,1,3,6); vsip_mput_f(A,1,4,0); vsip_mput_f(A,1,5,130); vsip_mput_f(A,1,6,8); vsip_mput_f(A,2,0,3); vsip_mput_f(A,2,1,-9); vsip_mput_f(A,2,2,2); vsip_mput_f(A,2,3,3); vsip_mput_f(A,2,4,2); vsip_mput_f(A,2,5,-9); vsip_mput_f(A,2,6,6); vsip_mput_f(A,3,0,4); vsip_mput_f(A,3,1,2); vsip_mput_f(A,3,2,2); vsip_mput_f(A,3,3,4); vsip_mput_f(A,3,4,1); vsip_mput_f(A,3,5,2); vsip_mput_f(A,3,6,3); vsip_mput_f(A,4,0,.2); vsip_mput_f(A,4,1,2); vsip_mput_f(A,4,2,9); vsip_mput_f(A,4,3,4); vsip_mput_f(A,4,4,1); vsip_mput_f(A,4,5,2); vsip_mput_f(A,4,6,3); vsip_mput_f(A,5,0,.1); vsip_mput_f(A,5,1,2); vsip_mput_f(A,5,2,.3); vsip_mput_f(A,5,3,4); vsip_mput_f(A,5,4,1); vsip_mput_f(A,5,5,2); vsip_mput_f(A,5,6,3); vsip_mput_f(A,6,0,.01); vsip_mput_f(A,6,1,.2); vsip_mput_f(A,6,2,3); vsip_mput_f(A,6,3,4); vsip_mput_f(A,6,4,1); vsip_mput_f(A,6,5,2); vsip_mput_f(A,6,6,3); {int i,j; printf("A = [\n"); for(i=0; i<NN; i++){ for(j=0; j<NN; j++) printf("%9.2f%s",vsip_mget_f(A,i,j),(j == NN-1) ? "":","); printf(";\n"); } printf("]\n"); } { /* were solving for NTRANS Ax = B */ /* use a known X, calculate B using Ax */ int k; vsip_vview_f *x; vsip_mview_f *AT = vsip_mtransview_f(A); vsip_length L = vsip_mgetrowlength_f(X); vsip_vramp_f(1,1,x0); for(k=0; k<L; k++){ x = vsip_mcolview_f(X,k); vsip_mvprod_f(A,x0,x); vsip_svmul_f(2.0,x0,x0); vsip_vdestroy_f(x); } vsip_vramp_f(1,1,x0); for(k=0; k<L; k++){ x = vsip_mcolview_f(XT,k); vsip_mvprod_f(AT,x0,x); vsip_svmul_f(2.0,x0,x0); vsip_vdestroy_f(x); } vsip_mdestroy_f(AT); printf("X = 1 2 4\n 2 4 8\n 3 6 12\n 4 8 16\n 5 10 20\n 6 12 24\n 7 14 28\n"); { int i,j; printf("B = [\n");for(i=0; i<NN; i++){ for(j=0; j<3; j++) printf("%9.2f%s",vsip_mget_f(X,i,j),(j == 2) ? "":","); printf(";\n"); } printf("]\n"); } { /* then solve for B to see if we get X back */ vsip_lu_f* luAop = vsip_lud_create_f(NN); if(luAop == NULL) exit(1); vsip_lud_f(luAop,A); { vsip_lu_attr_f attr; vsip_lud_getattr_f(luAop,&attr); printf("lud size %lu\n",attr.n); } vsip_lusol_f(luAop,VSIP_MAT_NTRANS,X); vsip_lusol_f(luAop,VSIP_MAT_TRANS,XT); vsip_lud_destroy_f(luAop); } } {int i,j; printf("A\\X\n"); for(i=0; i<NN; i++){ for(j=0; j<3; j++) printf("%9.2f%s",vsip_mget_f(X,i,j),(j == 2) ? "":","); printf(";\n"); } } {int i,j; printf("A'\\X\n"); for(i=0; i<NN; i++){ for(j=0; j<3; j++) printf("%9.2f%s",vsip_mget_f(XT,i,j),(j == 2) ? "":","); printf(";\n"); } } { vsip_malldestroy_f(XT); vsip_valldestroy_f(x0); vsip_malldestroy_f(X); vsip_mdestroy_f(A); vsip_malldestroy_f(Adummy); } } vsip_finalize((void*)0); return 1; }
int main(){ int init = vsip_init((void*)0); int i,j, cholsol_retval,chold_retval; double t0 = VU_ansi_c_clock(); /* for doing some timeing */ vsip_cscalar_f czero = vsip_cmplx_f((vsip_scalar_f)0.0,(vsip_scalar_f)0.0); vsip_cmview_f *A = vsip_cmcreate_f(N,N,VSIP_COL,0); vsip_cmview_f *RU = vsip_cmcreate_f(N,N,VSIP_COL,0); vsip_cmview_f *RL = vsip_cmcreate_f(N,N,VSIP_COL,0); vsip_cmview_f *XB = vsip_cmcreate_f(N,M,VSIP_ROW,0); vsip_cchol_f* chol = vsip_cchold_create_f(UPORLO,N); /* NOTE: UPORLO macro above main() */ /* to make sure we have a valid Positive Symetric define */ /* an upper triangular (RU) with positive pivots and */ /* zero below the main diagonal. */ /* Then initialize RL with hermitian of RU */ /* finally create A as the matrix product of RL and RU */ /* Initialise matrix RU */ /* time this */ t0 = VU_ansi_c_clock(); for (i=0; i<N; i++){ for(j = i; j < N; j++){ #ifdef OBNOXIOUS /* make up some reasonably obnoxious data */ vsip_scalar_f a = cos(1.5/((j+1)*(i+1)))+sqrt(i*j); vsip_scalar_f b = (i + j + 1) * cos(M_PI * a); #else /* the above was to obnoxious for bigger than about N = 10 */ /* the following works for N > 100 */ vsip_scalar_f a = 1; vsip_scalar_f b = 1; #endif if(i == j) /* fill diagonal */ vsip_cmput_f(RU,i,j, vsip_cmplx_f(sqrt(N) + sqrt(i),0)); else { /* fill off diagonal */ vsip_cmput_f(RU,i,j,vsip_cmplx_f(b,a)); vsip_cmput_f(RU,j,i,czero); } } } /* initialize RL */ vsip_cmherm_f(RU,RL); #ifdef PRINT VU_cmprintm_f("7.4",RU); VU_cmprintm_f("7.4",RL); #endif printf("Matrix initialize for RU and RL = %f seconds\n",VU_ansi_c_clock() - t0); /* initialize A */ /* this step will take a long time so time it */ t0 = VU_ansi_c_clock(); vsip_cmprod_f(RL,RU,A); #ifdef OBNOXIOUS for(i=0; i<N; i++){ vsip_cvview_f *aview = vsip_cmrowview_f(A,i); vsip_cvrsdiv_f(aview,vsip_cmag_f(vsip_cvmeanval_f(aview)),aview); vsip_cvdestroy_f(aview); } #endif printf("Matrix multiply for initialization of A = %f seconds\n",VU_ansi_c_clock() - t0); /* print A */ /* we only want to do this if A is something reasonable to print */ /* selected as an option in the make file */ #ifdef PRINT printf("Matrix A =\n"); VU_cmprintm_f("4.2",A); fflush(stdout); #endif /* initialise rhs */ /* start out with XB = {1,2,3,...,M} */ /* calculate what B must be using A */ /* then solve to see if we get XB back */ { vsip_index i; vsip_vview_f *y = vsip_vcreate_f(vsip_cmgetcollength_f(A),VSIP_MEM_NONE); vsip_vview_f *x_r,*x_i; vsip_cvview_f *x; vsip_mview_f *A_r = vsip_mrealview_f(A), *A_i = vsip_mimagview_f(A); /* time this */ t0 = VU_ansi_c_clock(); for(i=0; i<M; i++){ vsip_vfill_f((vsip_scalar_f)i+1.0,y); x = vsip_cmcolview_f(XB,i); x_r = vsip_vrealview_f(x); x_i = vsip_vimagview_f(x); vsip_mvprod_f(A_r,y,x_r); vsip_mvprod_f(A_i,y,x_i); vsip_cvdestroy_f(x); vsip_vdestroy_f(x_r); vsip_vdestroy_f(x_i); } vsip_mdestroy_f(A_r); vsip_mdestroy_f(A_i); printf("Matrix init for B = %f seconds\n",VU_ansi_c_clock() - t0); } /* print XB */ /* we only want to do this if XB is something reasonable to print */ /* selected as an option in the make file */ #ifdef PRINT printf("Matrix B = \n"); VU_cmprintm_f("7.4",XB); fflush(stdout); #endif if(chol != NULL){ t0 = VU_ansi_c_clock(); /* we want to time the decomposition */ chold_retval = vsip_cchold_f(chol,A); printf("time decomp %f\n",VU_ansi_c_clock() - t0); printf("decompostion returns %d\n",chold_retval); /* now do the solution */ t0 = VU_ansi_c_clock(); /* we want to time the solution */ cholsol_retval=vsip_ccholsol_f(chol,XB); printf("time solution %f\n",VU_ansi_c_clock() - t0); printf("cholsol returns %d\n",cholsol_retval); /* print XB */ /* we only want to do this if XB is something reasonable to print */ /* selected as an option in the make file; otherwise */ /* we print a single row of XB if the matrix is to large since */ /* M is usally reasonable. Printed as a column vector */ #ifdef PRINT printf("Matrix X = \n"); VU_cmprintm_f("7.4",XB); fflush(stdout); #else { /* pick a row in the middle */ vsip_cvview_f *x = vsip_cmrowview_f(XB,N/2); printf("This output sould be 1,2,...,M\n"); VU_cvprintm_f("7.4",x); fflush(stdout); vsip_cvdestroy_f(x); } #endif } else { printf("failed to create cholesky object \n"); } vsip_cmalldestroy_f(XB); vsip_cmalldestroy_f(A); vsip_cmalldestroy_f(RL); vsip_cmalldestroy_f(RU); vsip_cchold_destroy_f(chol); vsip_finalize((void*)0); return 1; }