#include <math.h>

#include <stdlib.h>

#include <string.h>

#include <stdio.h>

#include <complex.h>

#ifdef complex

#undef complex

#endif

#ifdef I

#undef I

#endif

#if defined(_WIN64)

typedef long long BLASLONG;

typedef unsigned long long BLASULONG;

#else

typedef long BLASLONG;

typedef unsigned long BLASULONG;

#endif

#ifdef LAPACK_ILP64

typedef BLASLONG blasint;

#if defined(_WIN64)

#define blasabs(x) llabs(x)

#else

#define blasabs(x) labs(x)

#endif

#else

typedef int blasint;

#define blasabs(x) abs(x)

#endif

typedef blasint integer;

typedef unsigned int uinteger;

typedef char *address;

typedef short int shortint;

typedef float real;

typedef double doublereal;

typedef struct { real r, i; } complex;

typedef struct { doublereal r, i; } doublecomplex;

#ifdef _MSC_VER

static inline _Fcomplex Cf(complex *z) {_Fcomplex zz={z->r , z->i}; return zz;}

static inline _Dcomplex Cd(doublecomplex *z) {_Dcomplex zz={z->r , z->i};return zz;}

static inline _Fcomplex * _pCf(complex *z) {return (_Fcomplex*)z;}

static inline _Dcomplex * _pCd(doublecomplex *z) {return (_Dcomplex*)z;}

#else

static inline _Complex float Cf(complex *z) {return z->r + z->i*_Complex_I;}

static inline _Complex double Cd(doublecomplex *z) {return z->r + z->i*_Complex_I;}

static inline _Complex float * _pCf(complex *z) {return (_Complex float*)z;}

static inline _Complex double * _pCd(doublecomplex *z) {return (_Complex double*)z;}

#endif

#define pCf(z) (*_pCf(z))

#define pCd(z) (*_pCd(z))

typedef blasint logical;

typedef char logical1;

typedef char integer1;

#define TRUE_ (1)

#define FALSE_ (0)

/* Extern is for use with -E */

#ifndef Extern

#define Extern extern

#endif

/* I/O stuff */

typedef int flag;

typedef int ftnlen;

typedef int ftnint;

/*external read, write*/

typedef struct

{ flag cierr;

  ftnint ciunit;

  flag ciend;

  char *cifmt;

  ftnint cirec;

} cilist;

/*internal read, write*/

typedef struct

{ flag icierr;

  char *iciunit;

  flag iciend;

  char *icifmt;

  ftnint icirlen;

  ftnint icirnum;

} icilist;

/*open*/

typedef struct

{ flag oerr;

  ftnint ounit;

  char *ofnm;

  ftnlen ofnmlen;

  char *osta;

  char *oacc;

  char *ofm;

  ftnint orl;

  char *oblnk;

} olist;

/*close*/

typedef struct

{ flag cerr;

  ftnint cunit;

  char *csta;

} cllist;

/*rewind, backspace, endfile*/

typedef struct

{ flag aerr;

  ftnint aunit;

} alist;

/* inquire */

typedef struct

{ flag inerr;

  ftnint inunit;

  char *infile;

  ftnlen infilen;

  ftnint  *inex;  /*parameters in standard's order*/

  ftnint  *inopen;

  ftnint  *innum;

  ftnint  *innamed;

  char  *inname;

  ftnlen  innamlen;

  char  *inacc;

  ftnlen  inacclen;

  char  *inseq;

  ftnlen  inseqlen;

  char  *indir;

  ftnlen  indirlen;

  char  *infmt;

  ftnlen  infmtlen;

  char  *inform;

  ftnint  informlen;

  char  *inunf;

  ftnlen  inunflen;

  ftnint  *inrecl;

  ftnint  *innrec;

  char  *inblank;

  ftnlen  inblanklen;

} inlist;

#define VOID void

union Multitype { /* for multiple entry points */

  integer1 g;

  shortint h;

  integer i;

  /* longint j; */

  real r;

  doublereal d;

  complex c;

  doublecomplex z;

  };

typedef union Multitype Multitype;

struct Vardesc {  /* for Namelist */

  char *name;

  char *addr;

  ftnlen *dims;

  int  type;

  };

typedef struct Vardesc Vardesc;

struct Namelist {

  char *name;

  Vardesc **vars;

  int nvars;

  };

typedef struct Namelist Namelist;

#define abs(x) ((x) >= 0 ? (x) : -(x))

#define dabs(x) (fabs(x))

#define f2cmin(a,b) ((a) <= (b) ? (a) : (b))

#define f2cmax(a,b) ((a) >= (b) ? (a) : (b))

#define dmin(a,b) (f2cmin(a,b))

#define dmax(a,b) (f2cmax(a,b))

#define bit_test(a,b) ((a) >> (b) & 1)

#define bit_clear(a,b)  ((a) & ~((uinteger)1 << (b)))

#define bit_set(a,b)  ((a) |  ((uinteger)1 << (b)))

#define abort_() { sig_die("Fortran abort routine called", 1); }

#define c_abs(z) (cabsf(Cf(z)))

#define c_cos(R,Z) { pCf(R)=ccos(Cf(Z)); }

#ifdef _MSC_VER

#define c_div(c, a, b) {Cf(c)._Val[0] = (Cf(a)._Val[0]/Cf(b)._Val[0]); Cf(c)._Val[1]=(Cf(a)._Val[1]/Cf(b)._Val[1]);}

#define z_div(c, a, b) {Cd(c)._Val[0] = (Cd(a)._Val[0]/Cd(b)._Val[0]); Cd(c)._Val[1]=(Cd(a)._Val[1]/df(b)._Val[1]);}

#else

#define c_div(c, a, b) {pCf(c) = Cf(a)/Cf(b);}

#define z_div(c, a, b) {pCd(c) = Cd(a)/Cd(b);}

#endif

#define c_exp(R, Z) {pCf(R) = cexpf(Cf(Z));}

#define c_log(R, Z) {pCf(R) = clogf(Cf(Z));}

#define c_sin(R, Z) {pCf(R) = csinf(Cf(Z));}

//#define c_sqrt(R, Z) {*(R) = csqrtf(Cf(Z));}

#define c_sqrt(R, Z) {pCf(R) = csqrtf(Cf(Z));}

#define d_abs(x) (fabs(*(x)))

#define d_acos(x) (acos(*(x)))

#define d_asin(x) (asin(*(x)))

#define d_atan(x) (atan(*(x)))

#define d_atn2(x, y) (atan2(*(x),*(y)))

#define d_cnjg(R, Z) { pCd(R) = conj(Cd(Z)); }

#define r_cnjg(R, Z) { pCf(R) = conjf(Cf(Z)); }

#define d_cos(x) (cos(*(x)))

#define d_cosh(x) (cosh(*(x)))

#define d_dim(__a, __b) ( *(__a) > *(__b) ? *(__a) - *(__b) : 0.0 )

#define d_exp(x) (exp(*(x)))

#define d_imag(z) (cimag(Cd(z)))

#define r_imag(z) (cimagf(Cf(z)))

#define d_int(__x) (*(__x)>0 ? floor(*(__x)) : -floor(- *(__x)))

#define r_int(__x) (*(__x)>0 ? floor(*(__x)) : -floor(- *(__x)))

#define d_lg10(x) ( 0.43429448190325182765 * log(*(x)) )

#define r_lg10(x) ( 0.43429448190325182765 * log(*(x)) )

#define d_log(x) (log(*(x)))

#define d_mod(x, y) (fmod(*(x), *(y)))

#define u_nint(__x) ((__x)>=0 ? floor((__x) + .5) : -floor(.5 - (__x)))

#define d_nint(x) u_nint(*(x))

#define u_sign(__a,__b) ((__b) >= 0 ? ((__a) >= 0 ? (__a) : -(__a)) : -((__a) >= 0 ? (__a) : -(__a)))

#define d_sign(a,b) u_sign(*(a),*(b))

#define r_sign(a,b) u_sign(*(a),*(b))

#define d_sin(x) (sin(*(x)))

#define d_sinh(x) (sinh(*(x)))

#define d_sqrt(x) (sqrt(*(x)))

#define d_tan(x) (tan(*(x)))

#define d_tanh(x) (tanh(*(x)))

#define i_abs(x) abs(*(x))

#define i_dnnt(x) ((integer)u_nint(*(x)))

#define i_len(s, n) (n)

#define i_nint(x) ((integer)u_nint(*(x)))

#define i_sign(a,b) ((integer)u_sign((integer)*(a),(integer)*(b)))

#define s_cat(lpp, rpp, rnp, np, llp) {   ftnlen i, nc, ll; char *f__rp, *lp;   ll = (llp); lp = (lpp);   for(i=0; i < (int)*(np); ++i) {           nc = ll;          if((rnp)[i] < nc) nc = (rnp)[i];          ll -= nc;           f__rp = (rpp)[i];           while(--nc >= 0) *lp++ = *(f__rp)++;         }  while(--ll >= 0) *lp++ = ' '; }

#define s_cmp(a,b,c,d) ((integer)strncmp((a),(b),f2cmin((c),(d))))

#define s_copy(A,B,C,D) { int __i,__m; for (__i=0, __m=f2cmin((C),(D)); __i<__m && (B)[__i] != 0; ++__i) (A)[__i] = (B)[__i]; }

#define sig_die(s, kill) { exit(1); }

#define s_stop(s, n) {exit(0);}

#define z_abs(z) (cabs(Cd(z)))

#define z_exp(R, Z) {pCd(R) = cexp(Cd(Z));}

#define z_sqrt(R, Z) {pCd(R) = csqrt(Cd(Z));}

#define myexit_() break;

#define mycycle() continue;

#define myceiling(w) {ceil(w)}

#define myhuge(w) {HUGE_VAL}

//#define mymaxloc_(w,s,e,n) {if (sizeof(*(w)) == sizeof(double)) dmaxloc_((w),*(s),*(e),n); else dmaxloc_((w),*(s),*(e),n);}

#define mymaxloc(w,s,e,n) {dmaxloc_(w,*(s),*(e),n)}

/*  -- translated by f2c (version 20000121).

   You must link the resulting object file with the libraries:

  -lf2c -lm   (in that order)

*/

/* Table of constant values */

static integer c__1 = 1;

/* > \brief \b SGEBD2 reduces a general matrix to bidiagonal form using an unblocked algorithm. */

/*  =========== DOCUMENTATION =========== */

/* Online html documentation available at */

/*            http://www.netlib.org/lapack/explore-html/ */

/* > \htmlonly */

/* > Download SGEBD2 + dependencies */

/* > <a href="http://www.netlib.org/cgi-bin/netlibfiles.tgz?format=tgz&filename=/lapack/lapack_routine/sgebd2.

f"> */

/* > [TGZ]</a> */

/* > <a href="http://www.netlib.org/cgi-bin/netlibfiles.zip?format=zip&filename=/lapack/lapack_routine/sgebd2.

f"> */

/* > [ZIP]</a> */

/* > <a href="http://www.netlib.org/cgi-bin/netlibfiles.txt?format=txt&filename=/lapack/lapack_routine/sgebd2.

f"> */

/* > [TXT]</a> */

/* > \endhtmlonly */

/*  Definition: */

/*  =========== */

/*       SUBROUTINE SGEBD2( M, N, A, LDA, D, E, TAUQ, TAUP, WORK, INFO ) */

/*       INTEGER            INFO, LDA, M, N */

/*       REAL               A( LDA, * ), D( * ), E( * ), TAUP( * ), */

/*      $                   TAUQ( * ), WORK( * ) */

/* > \par Purpose: */

/*  ============= */

/* > */

/* > \verbatim */

/* > */

/* > SGEBD2 reduces a real general m by n matrix A to upper or lower */

/* > bidiagonal form B by an orthogonal transformation: Q**T * A * P = B. */

/* > */

/* > If m >= n, B is upper bidiagonal; if m < n, B is lower bidiagonal. */

/* > \endverbatim */

/*  Arguments: */

/*  ========== */

/* > \param[in] M */

/* > \verbatim */

/* >          M is INTEGER */

/* >          The number of rows in the matrix A.  M >= 0. */

/* > \endverbatim */

/* > */

/* > \param[in] N */

/* > \verbatim */

/* >          N is INTEGER */

/* >          The number of columns in the matrix A.  N >= 0. */

/* > \endverbatim */

/* > */

/* > \param[in,out] A */

/* > \verbatim */

/* >          A is REAL array, dimension (LDA,N) */

/* >          On entry, the m by n general matrix to be reduced. */

/* >          On exit, */

/* >          if m >= n, the diagonal and the first superdiagonal are */

/* >            overwritten with the upper bidiagonal matrix B; the */

/* >            elements below the diagonal, with the array TAUQ, represent */

/* >            the orthogonal matrix Q as a product of elementary */

/* >            reflectors, and the elements above the first superdiagonal, */

/* >            with the array TAUP, represent the orthogonal matrix P as */

/* >            a product of elementary reflectors; */

/* >          if m < n, the diagonal and the first subdiagonal are */

/* >            overwritten with the lower bidiagonal matrix B; the */

/* >            elements below the first subdiagonal, with the array TAUQ, */

/* >            represent the orthogonal matrix Q as a product of */

/* >            elementary reflectors, and the elements above the diagonal, */

/* >            with the array TAUP, represent the orthogonal matrix P as */

/* >            a product of elementary reflectors. */

/* >          See Further Details. */

/* > \endverbatim */

/* > */

/* > \param[in] LDA */

/* > \verbatim */

/* >          LDA is INTEGER */

/* >          The leading dimension of the array A.  LDA >= f2cmax(1,M). */

/* > \endverbatim */

/* > */

/* > \param[out] D */

/* > \verbatim */

/* >          D is REAL array, dimension (f2cmin(M,N)) */

/* >          The diagonal elements of the bidiagonal matrix B: */

/* >          D(i) = A(i,i). */

/* > \endverbatim */

/* > */

/* > \param[out] E */

/* > \verbatim */

/* >          E is REAL array, dimension (f2cmin(M,N)-1) */

/* >          The off-diagonal elements of the bidiagonal matrix B: */

/* >          if m >= n, E(i) = A(i,i+1) for i = 1,2,...,n-1; */

/* >          if m < n, E(i) = A(i+1,i) for i = 1,2,...,m-1. */

/* > \endverbatim */

/* > */

/* > \param[out] TAUQ */

/* > \verbatim */

/* >          TAUQ is REAL array, dimension (f2cmin(M,N)) */

/* >          The scalar factors of the elementary reflectors which */

/* >          represent the orthogonal matrix Q. See Further Details. */

/* > \endverbatim */

/* > */

/* > \param[out] TAUP */

/* > \verbatim */

/* >          TAUP is REAL array, dimension (f2cmin(M,N)) */

/* >          The scalar factors of the elementary reflectors which */

/* >          represent the orthogonal matrix P. See Further Details. */

/* > \endverbatim */

/* > */

/* > \param[out] WORK */

/* > \verbatim */

/* >          WORK is REAL array, dimension (f2cmax(M,N)) */

/* > \endverbatim */

/* > */

/* > \param[out] INFO */

/* > \verbatim */

/* >          INFO is INTEGER */

/* >          = 0: successful exit. */

/* >          < 0: if INFO = -i, the i-th argument had an illegal value. */

/* > \endverbatim */

/*  Authors: */

/*  ======== */

/* > \author Univ. of Tennessee */

/* > \author Univ. of California Berkeley */

/* > \author Univ. of Colorado Denver */

/* > \author NAG Ltd. */

/* > \date June 2017 */

/* > \ingroup realGEcomputational */

/* > \par Further Details: */

/*  ===================== */

/* > */

/* > \verbatim */

/* > */

/* >  The matrices Q and P are represented as products of elementary */

/* >  reflectors: */

/* > */

/* >  If m >= n, */

/* > */

/* >     Q = H(1) H(2) . . . H(n)  and  P = G(1) G(2) . . . G(n-1) */

/* > */

/* >  Each H(i) and G(i) has the form: */

/* > */

/* >     H(i) = I - tauq * v * v**T  and G(i) = I - taup * u * u**T */

/* > */

/* >  where tauq and taup are real scalars, and v and u are real vectors; */

/* >  v(1:i-1) = 0, v(i) = 1, and v(i+1:m) is stored on exit in A(i+1:m,i); */

/* >  u(1:i) = 0, u(i+1) = 1, and u(i+2:n) is stored on exit in A(i,i+2:n); */

/* >  tauq is stored in TAUQ(i) and taup in TAUP(i). */

/* > */

/* >  If m < n, */

/* > */

/* >     Q = H(1) H(2) . . . H(m-1)  and  P = G(1) G(2) . . . G(m) */

/* > */

/* >  Each H(i) and G(i) has the form: */

/* > */

/* >     H(i) = I - tauq * v * v**T  and G(i) = I - taup * u * u**T */

/* > */

/* >  where tauq and taup are real scalars, and v and u are real vectors; */

/* >  v(1:i) = 0, v(i+1) = 1, and v(i+2:m) is stored on exit in A(i+2:m,i); */

/* >  u(1:i-1) = 0, u(i) = 1, and u(i+1:n) is stored on exit in A(i,i+1:n); */

/* >  tauq is stored in TAUQ(i) and taup in TAUP(i). */

/* > */

/* >  The contents of A on exit are illustrated by the following examples: */

/* > */

/* >  m = 6 and n = 5 (m > n):          m = 5 and n = 6 (m < n): */

/* > */

/* >    (  d   e   u1  u1  u1 )           (  d   u1  u1  u1  u1  u1 ) */

/* >    (  v1  d   e   u2  u2 )           (  e   d   u2  u2  u2  u2 ) */

/* >    (  v1  v2  d   e   u3 )           (  v1  e   d   u3  u3  u3 ) */

/* >    (  v1  v2  v3  d   e  )           (  v1  v2  e   d   u4  u4 ) */

/* >    (  v1  v2  v3  v4  d  )           (  v1  v2  v3  e   d   u5 ) */

/* >    (  v1  v2  v3  v4  v5 ) */

/* > */

/* >  where d and e denote diagonal and off-diagonal elements of B, vi */

/* >  denotes an element of the vector defining H(i), and ui an element of */

/* >  the vector defining G(i). */

/* > \endverbatim */

/* > */

/*  ===================================================================== */

/* Subroutine */ void sgebd2_(integer *m, integer *n, real *a, integer *lda, 

  real *d__, real *e, real *tauq, real *taup, real *work, integer *info)

{

    /* System generated locals */

    integer a_dim1, a_offset, i__1, i__2, i__3;

    /* Local variables */

    integer i__;

    extern /* Subroutine */ void slarf_(char *, integer *, integer *, real *, 

      integer *, real *, real *, integer *, real *);

    extern int xerbla_(char *, integer *, ftnlen);

    extern void slarfg_(integer *, real *, real *, 

      integer *, real *);

/*  -- LAPACK computational routine (version 3.7.1) -- */

/*  -- LAPACK is a software package provided by Univ. of Tennessee,    -- */

/*  -- Univ. of California Berkeley, Univ. of Colorado Denver and NAG Ltd..-- */

/*     June 2017 */

/*  ===================================================================== */

/*     Test the input parameters */

    /* Parameter adjustments */

    a_dim1 = *lda;

    a_offset = 1 + a_dim1 * 1;

    a -= a_offset;

    --d__;

    --e;

    --tauq;

    --taup;

    --work;

    /* Function Body */

    *info = 0;

    if (*m < 0) {

  *info = -1;

    } else if (*n < 0) {

  *info = -2;

    } else if (*lda < f2cmax(1,*m)) {

  *info = -4;

    }

    if (*info < 0) {

  i__1 = -(*info);

  xerbla_("SGEBD2", &i__1, (ftnlen)6);

  return;

    }

    if (*m >= *n) {

/*        Reduce to upper bidiagonal form */

  i__1 = *n;

  for (i__ = 1; i__ <= i__1; ++i__) {

/*           Generate elementary reflector H(i) to annihilate A(i+1:m,i) */

      i__2 = *m - i__ + 1;

/* Computing MIN */

      i__3 = i__ + 1;

      slarfg_(&i__2, &a[i__ + i__ * a_dim1], &a[f2cmin(i__3,*m) + i__ * 

        a_dim1], &c__1, &tauq[i__]);

      d__[i__] = a[i__ + i__ * a_dim1];

      a[i__ + i__ * a_dim1] = 1.f;

/*           Apply H(i) to A(i:m,i+1:n) from the left */

      if (i__ < *n) {

    i__2 = *m - i__ + 1;

    i__3 = *n - i__;

    slarf_("Left", &i__2, &i__3, &a[i__ + i__ * a_dim1], &c__1, &

      tauq[i__], &a[i__ + (i__ + 1) * a_dim1], lda, &work[1]

      );

      }

      a[i__ + i__ * a_dim1] = d__[i__];

      if (i__ < *n) {

/*              Generate elementary reflector G(i) to annihilate */

/*              A(i,i+2:n) */

    i__2 = *n - i__;

/* Computing MIN */

    i__3 = i__ + 2;

    slarfg_(&i__2, &a[i__ + (i__ + 1) * a_dim1], &a[i__ + f2cmin(

      i__3,*n) * a_dim1], lda, &taup[i__]);

    e[i__] = a[i__ + (i__ + 1) * a_dim1];

    a[i__ + (i__ + 1) * a_dim1] = 1.f;

/*              Apply G(i) to A(i+1:m,i+1:n) from the right */

    i__2 = *m - i__;

    i__3 = *n - i__;

    slarf_("Right", &i__2, &i__3, &a[i__ + (i__ + 1) * a_dim1], 

      lda, &taup[i__], &a[i__ + 1 + (i__ + 1) * a_dim1], 

      lda, &work[1]);

    a[i__ + (i__ + 1) * a_dim1] = e[i__];

      } else {

    taup[i__] = 0.f;

      }

/* L10: */

  }

    } else {

/*        Reduce to lower bidiagonal form */

  i__1 = *m;

  for (i__ = 1; i__ <= i__1; ++i__) {

/*           Generate elementary reflector G(i) to annihilate A(i,i+1:n) */

      i__2 = *n - i__ + 1;

/* Computing MIN */

      i__3 = i__ + 1;

      slarfg_(&i__2, &a[i__ + i__ * a_dim1], &a[i__ + f2cmin(i__3,*n) * 

        a_dim1], lda, &taup[i__]);

      d__[i__] = a[i__ + i__ * a_dim1];

      a[i__ + i__ * a_dim1] = 1.f;

/*           Apply G(i) to A(i+1:m,i:n) from the right */

      if (i__ < *m) {

    i__2 = *m - i__;

    i__3 = *n - i__ + 1;

    slarf_("Right", &i__2, &i__3, &a[i__ + i__ * a_dim1], lda, &

      taup[i__], &a[i__ + 1 + i__ * a_dim1], lda, &work[1]);

      }

      a[i__ + i__ * a_dim1] = d__[i__];

      if (i__ < *m) {

/*              Generate elementary reflector H(i) to annihilate */

/*              A(i+2:m,i) */

    i__2 = *m - i__;

/* Computing MIN */

    i__3 = i__ + 2;

    slarfg_(&i__2, &a[i__ + 1 + i__ * a_dim1], &a[f2cmin(i__3,*m) + 

      i__ * a_dim1], &c__1, &tauq[i__]);

    e[i__] = a[i__ + 1 + i__ * a_dim1];

    a[i__ + 1 + i__ * a_dim1] = 1.f;

/*              Apply H(i) to A(i+1:m,i+1:n) from the left */

    i__2 = *m - i__;

    i__3 = *n - i__;

    slarf_("Left", &i__2, &i__3, &a[i__ + 1 + i__ * a_dim1], &

      c__1, &tauq[i__], &a[i__ + 1 + (i__ + 1) * a_dim1], 

      lda, &work[1]);

    a[i__ + 1 + i__ * a_dim1] = e[i__];

      } else {

    tauq[i__] = 0.f;

      }

/* L20: */

  }

    }

    return;

/*     End of SGEBD2 */

} /* sgebd2_ */