998 lines
		
	
	
		
			33 KiB
		
	
	
	
		
			Fortran
		
	
	
	
			
		
		
	
	
			998 lines
		
	
	
		
			33 KiB
		
	
	
	
		
			Fortran
		
	
	
	
*> \brief \b CCHKBD
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*
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*  =========== DOCUMENTATION ===========
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*
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* Online html documentation available at 
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*            http://www.netlib.org/lapack/explore-html/ 
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*
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*  Definition:
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*  ===========
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*
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*       SUBROUTINE CCHKBD( NSIZES, MVAL, NVAL, NTYPES, DOTYPE, NRHS,
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*                          ISEED, THRESH, A, LDA, BD, BE, S1, S2, X, LDX,
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*                          Y, Z, Q, LDQ, PT, LDPT, U, VT, WORK, LWORK,
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*                          RWORK, NOUT, INFO )
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* 
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*       .. Scalar Arguments ..
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*       INTEGER            INFO, LDA, LDPT, LDQ, LDX, LWORK, NOUT, NRHS,
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*      $                   NSIZES, NTYPES
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*       REAL               THRESH
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*       ..
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*       .. Array Arguments ..
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*       LOGICAL            DOTYPE( * )
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*       INTEGER            ISEED( 4 ), MVAL( * ), NVAL( * )
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*       REAL               BD( * ), BE( * ), RWORK( * ), S1( * ), S2( * )
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*       COMPLEX            A( LDA, * ), PT( LDPT, * ), Q( LDQ, * ),
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*      $                   U( LDPT, * ), VT( LDPT, * ), WORK( * ),
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*      $                   X( LDX, * ), Y( LDX, * ), Z( LDX, * )
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*       ..
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*  
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*
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*> \par Purpose:
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*  =============
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*>
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*> \verbatim
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*>
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*> CCHKBD checks the singular value decomposition (SVD) routines.
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*>
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*> CGEBRD reduces a complex general m by n matrix A to real upper or
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*> lower bidiagonal form by an orthogonal transformation: Q' * A * P = B
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*> (or A = Q * B * P').  The matrix B is upper bidiagonal if m >= n
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*> and lower bidiagonal if m < n.
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*>
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*> CUNGBR generates the orthogonal matrices Q and P' from CGEBRD.
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*> Note that Q and P are not necessarily square.
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*>
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*> CBDSQR computes the singular value decomposition of the bidiagonal
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*> matrix B as B = U S V'.  It is called three times to compute
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*>    1)  B = U S1 V', where S1 is the diagonal matrix of singular
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*>        values and the columns of the matrices U and V are the left
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*>        and right singular vectors, respectively, of B.
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*>    2)  Same as 1), but the singular values are stored in S2 and the
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*>        singular vectors are not computed.
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*>    3)  A = (UQ) S (P'V'), the SVD of the original matrix A.
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*> In addition, CBDSQR has an option to apply the left orthogonal matrix
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*> U to a matrix X, useful in least squares applications.
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*>
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*> For each pair of matrix dimensions (M,N) and each selected matrix
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*> type, an M by N matrix A and an M by NRHS matrix X are generated.
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*> The problem dimensions are as follows
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*>    A:          M x N
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*>    Q:          M x min(M,N) (but M x M if NRHS > 0)
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*>    P:          min(M,N) x N
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*>    B:          min(M,N) x min(M,N)
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*>    U, V:       min(M,N) x min(M,N)
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*>    S1, S2      diagonal, order min(M,N)
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*>    X:          M x NRHS
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*>
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*> For each generated matrix, 14 tests are performed:
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*>
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*> Test CGEBRD and CUNGBR
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*>
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*> (1)   | A - Q B PT | / ( |A| max(M,N) ulp ), PT = P'
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*>
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*> (2)   | I - Q' Q | / ( M ulp )
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*>
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*> (3)   | I - PT PT' | / ( N ulp )
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*>
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*> Test CBDSQR on bidiagonal matrix B
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*>
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*> (4)   | B - U S1 VT | / ( |B| min(M,N) ulp ), VT = V'
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*>
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*> (5)   | Y - U Z | / ( |Y| max(min(M,N),k) ulp ), where Y = Q' X
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*>                                                  and   Z = U' Y.
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*> (6)   | I - U' U | / ( min(M,N) ulp )
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*>
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*> (7)   | I - VT VT' | / ( min(M,N) ulp )
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*>
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*> (8)   S1 contains min(M,N) nonnegative values in decreasing order.
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*>       (Return 0 if true, 1/ULP if false.)
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*>
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*> (9)   0 if the true singular values of B are within THRESH of
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*>       those in S1.  2*THRESH if they are not.  (Tested using
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*>       SSVDCH)
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*>
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*> (10)  | S1 - S2 | / ( |S1| ulp ), where S2 is computed without
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*>                                   computing U and V.
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*>
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*> Test CBDSQR on matrix A
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*>
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*> (11)  | A - (QU) S (VT PT) | / ( |A| max(M,N) ulp )
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*>
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*> (12)  | X - (QU) Z | / ( |X| max(M,k) ulp )
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*>
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*> (13)  | I - (QU)'(QU) | / ( M ulp )
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*>
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*> (14)  | I - (VT PT) (PT'VT') | / ( N ulp )
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*>
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*> The possible matrix types are
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*>
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*> (1)  The zero matrix.
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*> (2)  The identity matrix.
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*>
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*> (3)  A diagonal matrix with evenly spaced entries
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*>      1, ..., ULP  and random signs.
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*>      (ULP = (first number larger than 1) - 1 )
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*> (4)  A diagonal matrix with geometrically spaced entries
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*>      1, ..., ULP  and random signs.
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*> (5)  A diagonal matrix with "clustered" entries 1, ULP, ..., ULP
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*>      and random signs.
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*>
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*> (6)  Same as (3), but multiplied by SQRT( overflow threshold )
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*> (7)  Same as (3), but multiplied by SQRT( underflow threshold )
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*>
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*> (8)  A matrix of the form  U D V, where U and V are orthogonal and
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*>      D has evenly spaced entries 1, ..., ULP with random signs
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*>      on the diagonal.
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*>
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*> (9)  A matrix of the form  U D V, where U and V are orthogonal and
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*>      D has geometrically spaced entries 1, ..., ULP with random
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*>      signs on the diagonal.
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*>
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*> (10) A matrix of the form  U D V, where U and V are orthogonal and
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*>      D has "clustered" entries 1, ULP,..., ULP with random
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*>      signs on the diagonal.
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*>
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*> (11) Same as (8), but multiplied by SQRT( overflow threshold )
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*> (12) Same as (8), but multiplied by SQRT( underflow threshold )
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*>
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*> (13) Rectangular matrix with random entries chosen from (-1,1).
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*> (14) Same as (13), but multiplied by SQRT( overflow threshold )
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*> (15) Same as (13), but multiplied by SQRT( underflow threshold )
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*>
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*> Special case:
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*> (16) A bidiagonal matrix with random entries chosen from a
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*>      logarithmic distribution on [ulp^2,ulp^(-2)]  (I.e., each
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*>      entry is  e^x, where x is chosen uniformly on
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*>      [ 2 log(ulp), -2 log(ulp) ] .)  For *this* type:
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*>      (a) CGEBRD is not called to reduce it to bidiagonal form.
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*>      (b) the bidiagonal is  min(M,N) x min(M,N); if M<N, the
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*>          matrix will be lower bidiagonal, otherwise upper.
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*>      (c) only tests 5--8 and 14 are performed.
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*>
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*> A subset of the full set of matrix types may be selected through
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*> the logical array DOTYPE.
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*> \endverbatim
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*
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*  Arguments:
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*  ==========
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*
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*> \param[in] NSIZES
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*> \verbatim
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*>          NSIZES is INTEGER
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*>          The number of values of M and N contained in the vectors
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*>          MVAL and NVAL.  The matrix sizes are used in pairs (M,N).
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*> \endverbatim
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*>
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*> \param[in] MVAL
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*> \verbatim
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*>          MVAL is INTEGER array, dimension (NM)
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*>          The values of the matrix row dimension M.
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*> \endverbatim
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*>
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*> \param[in] NVAL
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*> \verbatim
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*>          NVAL is INTEGER array, dimension (NM)
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*>          The values of the matrix column dimension N.
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*> \endverbatim
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*>
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*> \param[in] NTYPES
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*> \verbatim
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*>          NTYPES is INTEGER
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*>          The number of elements in DOTYPE.   If it is zero, CCHKBD
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*>          does nothing.  It must be at least zero.  If it is MAXTYP+1
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*>          and NSIZES is 1, then an additional type, MAXTYP+1 is
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*>          defined, which is to use whatever matrices are in A and B.
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*>          This is only useful if DOTYPE(1:MAXTYP) is .FALSE. and
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*>          DOTYPE(MAXTYP+1) is .TRUE. .
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*> \endverbatim
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*>
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*> \param[in] DOTYPE
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*> \verbatim
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*>          DOTYPE is LOGICAL array, dimension (NTYPES)
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*>          If DOTYPE(j) is .TRUE., then for each size (m,n), a matrix
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*>          of type j will be generated.  If NTYPES is smaller than the
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*>          maximum number of types defined (PARAMETER MAXTYP), then
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*>          types NTYPES+1 through MAXTYP will not be generated.  If
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*>          NTYPES is larger than MAXTYP, DOTYPE(MAXTYP+1) through
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*>          DOTYPE(NTYPES) will be ignored.
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*> \endverbatim
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*>
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*> \param[in] NRHS
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*> \verbatim
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*>          NRHS is INTEGER
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*>          The number of columns in the "right-hand side" matrices X, Y,
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*>          and Z, used in testing CBDSQR.  If NRHS = 0, then the
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*>          operations on the right-hand side will not be tested.
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*>          NRHS must be at least 0.
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*> \endverbatim
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*>
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*> \param[in,out] ISEED
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*> \verbatim
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*>          ISEED is INTEGER array, dimension (4)
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*>          On entry ISEED specifies the seed of the random number
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*>          generator. The array elements should be between 0 and 4095;
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*>          if not they will be reduced mod 4096.  Also, ISEED(4) must
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*>          be odd.  The values of ISEED are changed on exit, and can be
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*>          used in the next call to CCHKBD to continue the same random
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*>          number sequence.
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*> \endverbatim
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*>
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*> \param[in] THRESH
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*> \verbatim
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*>          THRESH is REAL
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*>          The threshold value for the test ratios.  A result is
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*>          included in the output file if RESULT >= THRESH.  To have
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*>          every test ratio printed, use THRESH = 0.  Note that the
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*>          expected value of the test ratios is O(1), so THRESH should
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*>          be a reasonably small multiple of 1, e.g., 10 or 100.
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*> \endverbatim
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*>
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*> \param[out] A
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*> \verbatim
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*>          A is COMPLEX array, dimension (LDA,NMAX)
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*>          where NMAX is the maximum value of N in NVAL.
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*> \endverbatim
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*>
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*> \param[in] LDA
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*> \verbatim
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*>          LDA is INTEGER
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*>          The leading dimension of the array A.  LDA >= max(1,MMAX),
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*>          where MMAX is the maximum value of M in MVAL.
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*> \endverbatim
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*>
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*> \param[out] BD
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*> \verbatim
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*>          BD is REAL array, dimension
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*>                      (max(min(MVAL(j),NVAL(j))))
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*> \endverbatim
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*>
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*> \param[out] BE
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*> \verbatim
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*>          BE is REAL array, dimension
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*>                      (max(min(MVAL(j),NVAL(j))))
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*> \endverbatim
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*>
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*> \param[out] S1
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*> \verbatim
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*>          S1 is REAL array, dimension
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*>                      (max(min(MVAL(j),NVAL(j))))
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*> \endverbatim
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*>
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*> \param[out] S2
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*> \verbatim
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*>          S2 is REAL array, dimension
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*>                      (max(min(MVAL(j),NVAL(j))))
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*> \endverbatim
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*>
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*> \param[out] X
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*> \verbatim
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*>          X is COMPLEX array, dimension (LDX,NRHS)
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*> \endverbatim
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*>
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*> \param[in] LDX
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*> \verbatim
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*>          LDX is INTEGER
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*>          The leading dimension of the arrays X, Y, and Z.
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*>          LDX >= max(1,MMAX).
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*> \endverbatim
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*>
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*> \param[out] Y
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*> \verbatim
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*>          Y is COMPLEX array, dimension (LDX,NRHS)
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*> \endverbatim
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*>
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*> \param[out] Z
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*> \verbatim
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*>          Z is COMPLEX array, dimension (LDX,NRHS)
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*> \endverbatim
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*>
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*> \param[out] Q
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*> \verbatim
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*>          Q is COMPLEX array, dimension (LDQ,MMAX)
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*> \endverbatim
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*>
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*> \param[in] LDQ
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*> \verbatim
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*>          LDQ is INTEGER
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*>          The leading dimension of the array Q.  LDQ >= max(1,MMAX).
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*> \endverbatim
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*>
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*> \param[out] PT
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*> \verbatim
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*>          PT is COMPLEX array, dimension (LDPT,NMAX)
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*> \endverbatim
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*>
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*> \param[in] LDPT
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*> \verbatim
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*>          LDPT is INTEGER
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*>          The leading dimension of the arrays PT, U, and V.
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*>          LDPT >= max(1, max(min(MVAL(j),NVAL(j)))).
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*> \endverbatim
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*>
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*> \param[out] U
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*> \verbatim
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*>          U is COMPLEX array, dimension
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*>                      (LDPT,max(min(MVAL(j),NVAL(j))))
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*> \endverbatim
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*>
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*> \param[out] VT
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*> \verbatim
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*>          VT is COMPLEX array, dimension
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*>                      (LDPT,max(min(MVAL(j),NVAL(j))))
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*> \endverbatim
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*>
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*> \param[out] WORK
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*> \verbatim
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*>          WORK is COMPLEX array, dimension (LWORK)
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*> \endverbatim
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*>
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*> \param[in] LWORK
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*> \verbatim
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*>          LWORK is INTEGER
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*>          The number of entries in WORK.  This must be at least
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*>          3(M+N) and  M(M + max(M,N,k) + 1) + N*min(M,N)  for all
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*>          pairs  (M,N)=(MM(j),NN(j))
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*> \endverbatim
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*>
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*> \param[out] RWORK
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*> \verbatim
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*>          RWORK is REAL array, dimension
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*>                      (5*max(min(M,N)))
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*> \endverbatim
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*>
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*> \param[in] NOUT
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*> \verbatim
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*>          NOUT is INTEGER
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*>          The FORTRAN unit number for printing out error messages
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*>          (e.g., if a routine returns IINFO not equal to 0.)
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*> \endverbatim
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*>
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*> \param[out] INFO
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*> \verbatim
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*>          INFO is INTEGER
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*>          If 0, then everything ran OK.
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*>           -1: NSIZES < 0
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*>           -2: Some MM(j) < 0
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*>           -3: Some NN(j) < 0
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*>           -4: NTYPES < 0
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*>           -6: NRHS  < 0
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*>           -8: THRESH < 0
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*>          -11: LDA < 1 or LDA < MMAX, where MMAX is max( MM(j) ).
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*>          -17: LDB < 1 or LDB < MMAX.
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*>          -21: LDQ < 1 or LDQ < MMAX.
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*>          -23: LDP < 1 or LDP < MNMAX.
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*>          -27: LWORK too small.
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*>          If  CLATMR, CLATMS, CGEBRD, CUNGBR, or CBDSQR,
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*>              returns an error code, the
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*>              absolute value of it is returned.
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*>
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*>-----------------------------------------------------------------------
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*>
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*>     Some Local Variables and Parameters:
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*>     ---- ----- --------- --- ----------
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*>
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*>     ZERO, ONE       Real 0 and 1.
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*>     MAXTYP          The number of types defined.
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*>     NTEST           The number of tests performed, or which can
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*>                     be performed so far, for the current matrix.
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*>     MMAX            Largest value in NN.
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*>     NMAX            Largest value in NN.
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*>     MNMIN           min(MM(j), NN(j)) (the dimension of the bidiagonal
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*>                     matrix.)
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*>     MNMAX           The maximum value of MNMIN for j=1,...,NSIZES.
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*>     NFAIL           The number of tests which have exceeded THRESH
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*>     COND, IMODE     Values to be passed to the matrix generators.
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*>     ANORM           Norm of A; passed to matrix generators.
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*>
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*>     OVFL, UNFL      Overflow and underflow thresholds.
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*>     RTOVFL, RTUNFL  Square roots of the previous 2 values.
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*>     ULP, ULPINV     Finest relative precision and its inverse.
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*>
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*>             The following four arrays decode JTYPE:
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*>     KTYPE(j)        The general type (1-10) for type "j".
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*>     KMODE(j)        The MODE value to be passed to the matrix
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*>                     generator for type "j".
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*>     KMAGN(j)        The order of magnitude ( O(1),
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*>                     O(overflow^(1/2) ), O(underflow^(1/2) )
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*> \endverbatim
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*
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*  Authors:
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*  ========
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*
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*> \author Univ. of Tennessee 
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*> \author Univ. of California Berkeley 
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*> \author Univ. of Colorado Denver 
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*> \author NAG Ltd. 
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*
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*> \date November 2011
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*
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*> \ingroup complex_eig
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*
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*  =====================================================================
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      SUBROUTINE CCHKBD( NSIZES, MVAL, NVAL, NTYPES, DOTYPE, NRHS,
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     $                   ISEED, THRESH, A, LDA, BD, BE, S1, S2, X, LDX,
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     $                   Y, Z, Q, LDQ, PT, LDPT, U, VT, WORK, LWORK,
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     $                   RWORK, NOUT, INFO )
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*
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*  -- LAPACK test routine (version 3.4.0) --
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*  -- LAPACK is a software package provided by Univ. of Tennessee,    --
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*  -- Univ. of California Berkeley, Univ. of Colorado Denver and NAG Ltd..--
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*     November 2011
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*
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*     .. Scalar Arguments ..
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      INTEGER            INFO, LDA, LDPT, LDQ, LDX, LWORK, NOUT, NRHS,
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     $                   NSIZES, NTYPES
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      REAL               THRESH
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*     ..
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*     .. Array Arguments ..
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      LOGICAL            DOTYPE( * )
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      INTEGER            ISEED( 4 ), MVAL( * ), NVAL( * )
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      REAL               BD( * ), BE( * ), RWORK( * ), S1( * ), S2( * )
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      COMPLEX            A( LDA, * ), PT( LDPT, * ), Q( LDQ, * ),
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     $                   U( LDPT, * ), VT( LDPT, * ), WORK( * ),
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     $                   X( LDX, * ), Y( LDX, * ), Z( LDX, * )
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*     ..
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*
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* ======================================================================
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*
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*     .. Parameters ..
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      REAL               ZERO, ONE, TWO, HALF
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      PARAMETER          ( ZERO = 0.0E0, ONE = 1.0E0, TWO = 2.0E0,
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     $                   HALF = 0.5E0 )
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      COMPLEX            CZERO, CONE
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      PARAMETER          ( CZERO = ( 0.0E+0, 0.0E+0 ),
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     $                   CONE = ( 1.0E+0, 0.0E+0 ) )
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      INTEGER            MAXTYP
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      PARAMETER          ( MAXTYP = 16 )
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*     ..
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*     .. Local Scalars ..
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      LOGICAL            BADMM, BADNN, BIDIAG
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      CHARACTER          UPLO
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      CHARACTER*3        PATH
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      INTEGER            I, IINFO, IMODE, ITYPE, J, JCOL, JSIZE, JTYPE,
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     $                   LOG2UI, M, MINWRK, MMAX, MNMAX, MNMIN, MQ,
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     $                   MTYPES, N, NFAIL, NMAX, NTEST
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      REAL               AMNINV, ANORM, COND, OVFL, RTOVFL, RTUNFL,
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     $                   TEMP1, TEMP2, ULP, ULPINV, UNFL
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*     ..
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*     .. Local Arrays ..
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      INTEGER            IOLDSD( 4 ), IWORK( 1 ), KMAGN( MAXTYP ),
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     $                   KMODE( MAXTYP ), KTYPE( MAXTYP )
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      REAL               DUMMA( 1 ), RESULT( 14 )
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*     ..
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*     .. External Functions ..
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      REAL               SLAMCH, SLARND
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      EXTERNAL           SLAMCH, SLARND
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*     ..
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*     .. External Subroutines ..
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      EXTERNAL           ALASUM, CBDSQR, CBDT01, CBDT02, CBDT03, CGEBRD,
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     $                   CGEMM, CLACPY, CLASET, CLATMR, CLATMS, CUNGBR,
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     $                   CUNT01, SCOPY, SLABAD, SLAHD2, SSVDCH, XERBLA
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*     ..
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*     .. Intrinsic Functions ..
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      INTRINSIC          ABS, EXP, INT, LOG, MAX, MIN, SQRT
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*     ..
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*     .. Scalars in Common ..
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      LOGICAL            LERR, OK
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      CHARACTER*32       SRNAMT
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      INTEGER            INFOT, NUNIT
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*     ..
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*     .. Common blocks ..
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      COMMON             / INFOC / INFOT, NUNIT, OK, LERR
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      COMMON             / SRNAMC / SRNAMT
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*     ..
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*     .. Data statements ..
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      DATA               KTYPE / 1, 2, 5*4, 5*6, 3*9, 10 /
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      DATA               KMAGN / 2*1, 3*1, 2, 3, 3*1, 2, 3, 1, 2, 3, 0 /
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      DATA               KMODE / 2*0, 4, 3, 1, 4, 4, 4, 3, 1, 4, 4, 0,
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     $                   0, 0, 0 /
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*     ..
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*     .. Executable Statements ..
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*
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*     Check for errors
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*
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      INFO = 0
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*
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      BADMM = .FALSE.
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      BADNN = .FALSE.
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      MMAX = 1
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      NMAX = 1
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      MNMAX = 1
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      MINWRK = 1
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      DO 10 J = 1, NSIZES
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         MMAX = MAX( MMAX, MVAL( J ) )
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         IF( MVAL( J ).LT.0 )
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     $      BADMM = .TRUE.
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         NMAX = MAX( NMAX, NVAL( J ) )
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         IF( NVAL( J ).LT.0 )
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     $      BADNN = .TRUE.
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         MNMAX = MAX( MNMAX, MIN( MVAL( J ), NVAL( J ) ) )
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         MINWRK = MAX( MINWRK, 3*( MVAL( J )+NVAL( J ) ),
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     $            MVAL( J )*( MVAL( J )+MAX( MVAL( J ), NVAL( J ),
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     $            NRHS )+1 )+NVAL( J )*MIN( NVAL( J ), MVAL( J ) ) )
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   10 CONTINUE
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*
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*     Check for errors
 | 
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*
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      IF( NSIZES.LT.0 ) THEN
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         INFO = -1
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      ELSE IF( BADMM ) THEN
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         INFO = -2
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      ELSE IF( BADNN ) THEN
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         INFO = -3
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      ELSE IF( NTYPES.LT.0 ) THEN
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         INFO = -4
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      ELSE IF( NRHS.LT.0 ) THEN
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         INFO = -6
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      ELSE IF( LDA.LT.MMAX ) THEN
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         INFO = -11
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      ELSE IF( LDX.LT.MMAX ) THEN
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         INFO = -17
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      ELSE IF( LDQ.LT.MMAX ) THEN
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         INFO = -21
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      ELSE IF( LDPT.LT.MNMAX ) THEN
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         INFO = -23
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      ELSE IF( MINWRK.GT.LWORK ) THEN
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         INFO = -27
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      END IF
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*
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      IF( INFO.NE.0 ) THEN
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         CALL XERBLA( 'CCHKBD', -INFO )
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         RETURN
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      END IF
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*
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*     Initialize constants
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*
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      PATH( 1: 1 ) = 'Complex precision'
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      PATH( 2: 3 ) = 'BD'
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      NFAIL = 0
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      NTEST = 0
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      UNFL = SLAMCH( 'Safe minimum' )
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      OVFL = SLAMCH( 'Overflow' )
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      CALL SLABAD( UNFL, OVFL )
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      ULP = SLAMCH( 'Precision' )
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      ULPINV = ONE / ULP
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      LOG2UI = INT( LOG( ULPINV ) / LOG( TWO ) )
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      RTUNFL = SQRT( UNFL )
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      RTOVFL = SQRT( OVFL )
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      INFOT = 0
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*
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*     Loop over sizes, types
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*
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      DO 180 JSIZE = 1, NSIZES
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         M = MVAL( JSIZE )
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         N = NVAL( JSIZE )
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         MNMIN = MIN( M, N )
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         AMNINV = ONE / MAX( M, N, 1 )
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*
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         IF( NSIZES.NE.1 ) THEN
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            MTYPES = MIN( MAXTYP, NTYPES )
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         ELSE
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            MTYPES = MIN( MAXTYP+1, NTYPES )
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         END IF
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*
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         DO 170 JTYPE = 1, MTYPES
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            IF( .NOT.DOTYPE( JTYPE ) )
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     $         GO TO 170
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*
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            DO 20 J = 1, 4
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               IOLDSD( J ) = ISEED( J )
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   20       CONTINUE
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*
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            DO 30 J = 1, 14
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               RESULT( J ) = -ONE
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   30       CONTINUE
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*
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            UPLO = ' '
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*
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*           Compute "A"
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*
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*           Control parameters:
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*
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*           KMAGN  KMODE        KTYPE
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*       =1  O(1)   clustered 1  zero
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*       =2  large  clustered 2  identity
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*       =3  small  exponential  (none)
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*       =4         arithmetic   diagonal, (w/ eigenvalues)
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*       =5         random       symmetric, w/ eigenvalues
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*       =6                      nonsymmetric, w/ singular values
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*       =7                      random diagonal
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*       =8                      random symmetric
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*       =9                      random nonsymmetric
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*       =10                     random bidiagonal (log. distrib.)
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*
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            IF( MTYPES.GT.MAXTYP )
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     $         GO TO 100
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*
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            ITYPE = KTYPE( JTYPE )
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            IMODE = KMODE( JTYPE )
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*
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*           Compute norm
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*
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            GO TO ( 40, 50, 60 )KMAGN( JTYPE )
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*
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   40       CONTINUE
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            ANORM = ONE
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            GO TO 70
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*
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   50       CONTINUE
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            ANORM = ( RTOVFL*ULP )*AMNINV
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            GO TO 70
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*
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   60       CONTINUE
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            ANORM = RTUNFL*MAX( M, N )*ULPINV
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            GO TO 70
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*
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   70       CONTINUE
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*
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            CALL CLASET( 'Full', LDA, N, CZERO, CZERO, A, LDA )
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            IINFO = 0
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            COND = ULPINV
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*
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            BIDIAG = .FALSE.
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            IF( ITYPE.EQ.1 ) THEN
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*
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*              Zero matrix
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*
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               IINFO = 0
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*
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            ELSE IF( ITYPE.EQ.2 ) THEN
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*
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*              Identity
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*
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               DO 80 JCOL = 1, MNMIN
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                  A( JCOL, JCOL ) = ANORM
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   80          CONTINUE
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*
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            ELSE IF( ITYPE.EQ.4 ) THEN
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*
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*              Diagonal Matrix, [Eigen]values Specified
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*
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               CALL CLATMS( MNMIN, MNMIN, 'S', ISEED, 'N', RWORK, IMODE,
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     $                      COND, ANORM, 0, 0, 'N', A, LDA, WORK,
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     $                      IINFO )
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*
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            ELSE IF( ITYPE.EQ.5 ) THEN
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*
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*              Symmetric, eigenvalues specified
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*
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               CALL CLATMS( MNMIN, MNMIN, 'S', ISEED, 'S', RWORK, IMODE,
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     $                      COND, ANORM, M, N, 'N', A, LDA, WORK,
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     $                      IINFO )
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*
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            ELSE IF( ITYPE.EQ.6 ) THEN
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*
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*              Nonsymmetric, singular values specified
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*
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               CALL CLATMS( M, N, 'S', ISEED, 'N', RWORK, IMODE, COND,
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     $                      ANORM, M, N, 'N', A, LDA, WORK, IINFO )
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*
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            ELSE IF( ITYPE.EQ.7 ) THEN
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*
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*              Diagonal, random entries
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*
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               CALL CLATMR( MNMIN, MNMIN, 'S', ISEED, 'N', WORK, 6, ONE,
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     $                      CONE, 'T', 'N', WORK( MNMIN+1 ), 1, ONE,
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     $                      WORK( 2*MNMIN+1 ), 1, ONE, 'N', IWORK, 0, 0,
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     $                      ZERO, ANORM, 'NO', A, LDA, IWORK, IINFO )
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*
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            ELSE IF( ITYPE.EQ.8 ) THEN
 | 
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*
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*              Symmetric, random entries
 | 
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*
 | 
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               CALL CLATMR( MNMIN, MNMIN, 'S', ISEED, 'S', WORK, 6, ONE,
 | 
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     $                      CONE, 'T', 'N', WORK( MNMIN+1 ), 1, ONE,
 | 
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     $                      WORK( M+MNMIN+1 ), 1, ONE, 'N', IWORK, M, N,
 | 
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     $                      ZERO, ANORM, 'NO', A, LDA, IWORK, IINFO )
 | 
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*
 | 
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            ELSE IF( ITYPE.EQ.9 ) THEN
 | 
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*
 | 
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*              Nonsymmetric, random entries
 | 
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*
 | 
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               CALL CLATMR( M, N, 'S', ISEED, 'N', WORK, 6, ONE, CONE,
 | 
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     $                      'T', 'N', WORK( MNMIN+1 ), 1, ONE,
 | 
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     $                      WORK( M+MNMIN+1 ), 1, ONE, 'N', IWORK, M, N,
 | 
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     $                      ZERO, ANORM, 'NO', A, LDA, IWORK, IINFO )
 | 
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*
 | 
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            ELSE IF( ITYPE.EQ.10 ) THEN
 | 
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*
 | 
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*              Bidiagonal, random entries
 | 
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*
 | 
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               TEMP1 = -TWO*LOG( ULP )
 | 
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               DO 90 J = 1, MNMIN
 | 
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                  BD( J ) = EXP( TEMP1*SLARND( 2, ISEED ) )
 | 
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                  IF( J.LT.MNMIN )
 | 
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     $               BE( J ) = EXP( TEMP1*SLARND( 2, ISEED ) )
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   90          CONTINUE
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*
 | 
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               IINFO = 0
 | 
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               BIDIAG = .TRUE.
 | 
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               IF( M.GE.N ) THEN
 | 
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                  UPLO = 'U'
 | 
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               ELSE
 | 
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                  UPLO = 'L'
 | 
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               END IF
 | 
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            ELSE
 | 
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               IINFO = 1
 | 
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            END IF
 | 
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*
 | 
						|
            IF( IINFO.EQ.0 ) THEN
 | 
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*
 | 
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*              Generate Right-Hand Side
 | 
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*
 | 
						|
               IF( BIDIAG ) THEN
 | 
						|
                  CALL CLATMR( MNMIN, NRHS, 'S', ISEED, 'N', WORK, 6,
 | 
						|
     $                         ONE, CONE, 'T', 'N', WORK( MNMIN+1 ), 1,
 | 
						|
     $                         ONE, WORK( 2*MNMIN+1 ), 1, ONE, 'N',
 | 
						|
     $                         IWORK, MNMIN, NRHS, ZERO, ONE, 'NO', Y,
 | 
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     $                         LDX, IWORK, IINFO )
 | 
						|
               ELSE
 | 
						|
                  CALL CLATMR( M, NRHS, 'S', ISEED, 'N', WORK, 6, ONE,
 | 
						|
     $                         CONE, 'T', 'N', WORK( M+1 ), 1, ONE,
 | 
						|
     $                         WORK( 2*M+1 ), 1, ONE, 'N', IWORK, M,
 | 
						|
     $                         NRHS, ZERO, ONE, 'NO', X, LDX, IWORK,
 | 
						|
     $                         IINFO )
 | 
						|
               END IF
 | 
						|
            END IF
 | 
						|
*
 | 
						|
*           Error Exit
 | 
						|
*
 | 
						|
            IF( IINFO.NE.0 ) THEN
 | 
						|
               WRITE( NOUT, FMT = 9998 )'Generator', IINFO, M, N,
 | 
						|
     $            JTYPE, IOLDSD
 | 
						|
               INFO = ABS( IINFO )
 | 
						|
               RETURN
 | 
						|
            END IF
 | 
						|
*
 | 
						|
  100       CONTINUE
 | 
						|
*
 | 
						|
*           Call CGEBRD and CUNGBR to compute B, Q, and P, do tests.
 | 
						|
*
 | 
						|
            IF( .NOT.BIDIAG ) THEN
 | 
						|
*
 | 
						|
*              Compute transformations to reduce A to bidiagonal form:
 | 
						|
*              B := Q' * A * P.
 | 
						|
*
 | 
						|
               CALL CLACPY( ' ', M, N, A, LDA, Q, LDQ )
 | 
						|
               CALL CGEBRD( M, N, Q, LDQ, BD, BE, WORK, WORK( MNMIN+1 ),
 | 
						|
     $                      WORK( 2*MNMIN+1 ), LWORK-2*MNMIN, IINFO )
 | 
						|
*
 | 
						|
*              Check error code from CGEBRD.
 | 
						|
*
 | 
						|
               IF( IINFO.NE.0 ) THEN
 | 
						|
                  WRITE( NOUT, FMT = 9998 )'CGEBRD', IINFO, M, N,
 | 
						|
     $               JTYPE, IOLDSD
 | 
						|
                  INFO = ABS( IINFO )
 | 
						|
                  RETURN
 | 
						|
               END IF
 | 
						|
*
 | 
						|
               CALL CLACPY( ' ', M, N, Q, LDQ, PT, LDPT )
 | 
						|
               IF( M.GE.N ) THEN
 | 
						|
                  UPLO = 'U'
 | 
						|
               ELSE
 | 
						|
                  UPLO = 'L'
 | 
						|
               END IF
 | 
						|
*
 | 
						|
*              Generate Q
 | 
						|
*
 | 
						|
               MQ = M
 | 
						|
               IF( NRHS.LE.0 )
 | 
						|
     $            MQ = MNMIN
 | 
						|
               CALL CUNGBR( 'Q', M, MQ, N, Q, LDQ, WORK,
 | 
						|
     $                      WORK( 2*MNMIN+1 ), LWORK-2*MNMIN, IINFO )
 | 
						|
*
 | 
						|
*              Check error code from CUNGBR.
 | 
						|
*
 | 
						|
               IF( IINFO.NE.0 ) THEN
 | 
						|
                  WRITE( NOUT, FMT = 9998 )'CUNGBR(Q)', IINFO, M, N,
 | 
						|
     $               JTYPE, IOLDSD
 | 
						|
                  INFO = ABS( IINFO )
 | 
						|
                  RETURN
 | 
						|
               END IF
 | 
						|
*
 | 
						|
*              Generate P'
 | 
						|
*
 | 
						|
               CALL CUNGBR( 'P', MNMIN, N, M, PT, LDPT, WORK( MNMIN+1 ),
 | 
						|
     $                      WORK( 2*MNMIN+1 ), LWORK-2*MNMIN, IINFO )
 | 
						|
*
 | 
						|
*              Check error code from CUNGBR.
 | 
						|
*
 | 
						|
               IF( IINFO.NE.0 ) THEN
 | 
						|
                  WRITE( NOUT, FMT = 9998 )'CUNGBR(P)', IINFO, M, N,
 | 
						|
     $               JTYPE, IOLDSD
 | 
						|
                  INFO = ABS( IINFO )
 | 
						|
                  RETURN
 | 
						|
               END IF
 | 
						|
*
 | 
						|
*              Apply Q' to an M by NRHS matrix X:  Y := Q' * X.
 | 
						|
*
 | 
						|
               CALL CGEMM( 'Conjugate transpose', 'No transpose', M,
 | 
						|
     $                     NRHS, M, CONE, Q, LDQ, X, LDX, CZERO, Y,
 | 
						|
     $                     LDX )
 | 
						|
*
 | 
						|
*              Test 1:  Check the decomposition A := Q * B * PT
 | 
						|
*                   2:  Check the orthogonality of Q
 | 
						|
*                   3:  Check the orthogonality of PT
 | 
						|
*
 | 
						|
               CALL CBDT01( M, N, 1, A, LDA, Q, LDQ, BD, BE, PT, LDPT,
 | 
						|
     $                      WORK, RWORK, RESULT( 1 ) )
 | 
						|
               CALL CUNT01( 'Columns', M, MQ, Q, LDQ, WORK, LWORK,
 | 
						|
     $                      RWORK, RESULT( 2 ) )
 | 
						|
               CALL CUNT01( 'Rows', MNMIN, N, PT, LDPT, WORK, LWORK,
 | 
						|
     $                      RWORK, RESULT( 3 ) )
 | 
						|
            END IF
 | 
						|
*
 | 
						|
*           Use CBDSQR to form the SVD of the bidiagonal matrix B:
 | 
						|
*           B := U * S1 * VT, and compute Z = U' * Y.
 | 
						|
*
 | 
						|
            CALL SCOPY( MNMIN, BD, 1, S1, 1 )
 | 
						|
            IF( MNMIN.GT.0 )
 | 
						|
     $         CALL SCOPY( MNMIN-1, BE, 1, RWORK, 1 )
 | 
						|
            CALL CLACPY( ' ', M, NRHS, Y, LDX, Z, LDX )
 | 
						|
            CALL CLASET( 'Full', MNMIN, MNMIN, CZERO, CONE, U, LDPT )
 | 
						|
            CALL CLASET( 'Full', MNMIN, MNMIN, CZERO, CONE, VT, LDPT )
 | 
						|
*
 | 
						|
            CALL CBDSQR( UPLO, MNMIN, MNMIN, MNMIN, NRHS, S1, RWORK, VT,
 | 
						|
     $                   LDPT, U, LDPT, Z, LDX, RWORK( MNMIN+1 ),
 | 
						|
     $                   IINFO )
 | 
						|
*
 | 
						|
*           Check error code from CBDSQR.
 | 
						|
*
 | 
						|
            IF( IINFO.NE.0 ) THEN
 | 
						|
               WRITE( NOUT, FMT = 9998 )'CBDSQR(vects)', IINFO, M, N,
 | 
						|
     $            JTYPE, IOLDSD
 | 
						|
               INFO = ABS( IINFO )
 | 
						|
               IF( IINFO.LT.0 ) THEN
 | 
						|
                  RETURN
 | 
						|
               ELSE
 | 
						|
                  RESULT( 4 ) = ULPINV
 | 
						|
                  GO TO 150
 | 
						|
               END IF
 | 
						|
            END IF
 | 
						|
*
 | 
						|
*           Use CBDSQR to compute only the singular values of the
 | 
						|
*           bidiagonal matrix B;  U, VT, and Z should not be modified.
 | 
						|
*
 | 
						|
            CALL SCOPY( MNMIN, BD, 1, S2, 1 )
 | 
						|
            IF( MNMIN.GT.0 )
 | 
						|
     $         CALL SCOPY( MNMIN-1, BE, 1, RWORK, 1 )
 | 
						|
*
 | 
						|
            CALL CBDSQR( UPLO, MNMIN, 0, 0, 0, S2, RWORK, VT, LDPT, U,
 | 
						|
     $                   LDPT, Z, LDX, RWORK( MNMIN+1 ), IINFO )
 | 
						|
*
 | 
						|
*           Check error code from CBDSQR.
 | 
						|
*
 | 
						|
            IF( IINFO.NE.0 ) THEN
 | 
						|
               WRITE( NOUT, FMT = 9998 )'CBDSQR(values)', IINFO, M, N,
 | 
						|
     $            JTYPE, IOLDSD
 | 
						|
               INFO = ABS( IINFO )
 | 
						|
               IF( IINFO.LT.0 ) THEN
 | 
						|
                  RETURN
 | 
						|
               ELSE
 | 
						|
                  RESULT( 9 ) = ULPINV
 | 
						|
                  GO TO 150
 | 
						|
               END IF
 | 
						|
            END IF
 | 
						|
*
 | 
						|
*           Test 4:  Check the decomposition B := U * S1 * VT
 | 
						|
*                5:  Check the computation Z := U' * Y
 | 
						|
*                6:  Check the orthogonality of U
 | 
						|
*                7:  Check the orthogonality of VT
 | 
						|
*
 | 
						|
            CALL CBDT03( UPLO, MNMIN, 1, BD, BE, U, LDPT, S1, VT, LDPT,
 | 
						|
     $                   WORK, RESULT( 4 ) )
 | 
						|
            CALL CBDT02( MNMIN, NRHS, Y, LDX, Z, LDX, U, LDPT, WORK,
 | 
						|
     $                   RWORK, RESULT( 5 ) )
 | 
						|
            CALL CUNT01( 'Columns', MNMIN, MNMIN, U, LDPT, WORK, LWORK,
 | 
						|
     $                   RWORK, RESULT( 6 ) )
 | 
						|
            CALL CUNT01( 'Rows', MNMIN, MNMIN, VT, LDPT, WORK, LWORK,
 | 
						|
     $                   RWORK, RESULT( 7 ) )
 | 
						|
*
 | 
						|
*           Test 8:  Check that the singular values are sorted in
 | 
						|
*                    non-increasing order and are non-negative
 | 
						|
*
 | 
						|
            RESULT( 8 ) = ZERO
 | 
						|
            DO 110 I = 1, MNMIN - 1
 | 
						|
               IF( S1( I ).LT.S1( I+1 ) )
 | 
						|
     $            RESULT( 8 ) = ULPINV
 | 
						|
               IF( S1( I ).LT.ZERO )
 | 
						|
     $            RESULT( 8 ) = ULPINV
 | 
						|
  110       CONTINUE
 | 
						|
            IF( MNMIN.GE.1 ) THEN
 | 
						|
               IF( S1( MNMIN ).LT.ZERO )
 | 
						|
     $            RESULT( 8 ) = ULPINV
 | 
						|
            END IF
 | 
						|
*
 | 
						|
*           Test 9:  Compare CBDSQR with and without singular vectors
 | 
						|
*
 | 
						|
            TEMP2 = ZERO
 | 
						|
*
 | 
						|
            DO 120 J = 1, MNMIN
 | 
						|
               TEMP1 = ABS( S1( J )-S2( J ) ) /
 | 
						|
     $                 MAX( SQRT( UNFL )*MAX( S1( 1 ), ONE ),
 | 
						|
     $                 ULP*MAX( ABS( S1( J ) ), ABS( S2( J ) ) ) )
 | 
						|
               TEMP2 = MAX( TEMP1, TEMP2 )
 | 
						|
  120       CONTINUE
 | 
						|
*
 | 
						|
            RESULT( 9 ) = TEMP2
 | 
						|
*
 | 
						|
*           Test 10:  Sturm sequence test of singular values
 | 
						|
*                     Go up by factors of two until it succeeds
 | 
						|
*
 | 
						|
            TEMP1 = THRESH*( HALF-ULP )
 | 
						|
*
 | 
						|
            DO 130 J = 0, LOG2UI
 | 
						|
               CALL SSVDCH( MNMIN, BD, BE, S1, TEMP1, IINFO )
 | 
						|
               IF( IINFO.EQ.0 )
 | 
						|
     $            GO TO 140
 | 
						|
               TEMP1 = TEMP1*TWO
 | 
						|
  130       CONTINUE
 | 
						|
*
 | 
						|
  140       CONTINUE
 | 
						|
            RESULT( 10 ) = TEMP1
 | 
						|
*
 | 
						|
*           Use CBDSQR to form the decomposition A := (QU) S (VT PT)
 | 
						|
*           from the bidiagonal form A := Q B PT.
 | 
						|
*
 | 
						|
            IF( .NOT.BIDIAG ) THEN
 | 
						|
               CALL SCOPY( MNMIN, BD, 1, S2, 1 )
 | 
						|
               IF( MNMIN.GT.0 )
 | 
						|
     $            CALL SCOPY( MNMIN-1, BE, 1, RWORK, 1 )
 | 
						|
*
 | 
						|
               CALL CBDSQR( UPLO, MNMIN, N, M, NRHS, S2, RWORK, PT,
 | 
						|
     $                      LDPT, Q, LDQ, Y, LDX, RWORK( MNMIN+1 ),
 | 
						|
     $                      IINFO )
 | 
						|
*
 | 
						|
*              Test 11:  Check the decomposition A := Q*U * S2 * VT*PT
 | 
						|
*                   12:  Check the computation Z := U' * Q' * X
 | 
						|
*                   13:  Check the orthogonality of Q*U
 | 
						|
*                   14:  Check the orthogonality of VT*PT
 | 
						|
*
 | 
						|
               CALL CBDT01( M, N, 0, A, LDA, Q, LDQ, S2, DUMMA, PT,
 | 
						|
     $                      LDPT, WORK, RWORK, RESULT( 11 ) )
 | 
						|
               CALL CBDT02( M, NRHS, X, LDX, Y, LDX, Q, LDQ, WORK,
 | 
						|
     $                      RWORK, RESULT( 12 ) )
 | 
						|
               CALL CUNT01( 'Columns', M, MQ, Q, LDQ, WORK, LWORK,
 | 
						|
     $                      RWORK, RESULT( 13 ) )
 | 
						|
               CALL CUNT01( 'Rows', MNMIN, N, PT, LDPT, WORK, LWORK,
 | 
						|
     $                      RWORK, RESULT( 14 ) )
 | 
						|
            END IF
 | 
						|
*
 | 
						|
*           End of Loop -- Check for RESULT(j) > THRESH
 | 
						|
*
 | 
						|
  150       CONTINUE
 | 
						|
            DO 160 J = 1, 14
 | 
						|
               IF( RESULT( J ).GE.THRESH ) THEN
 | 
						|
                  IF( NFAIL.EQ.0 )
 | 
						|
     $               CALL SLAHD2( NOUT, PATH )
 | 
						|
                  WRITE( NOUT, FMT = 9999 )M, N, JTYPE, IOLDSD, J,
 | 
						|
     $               RESULT( J )
 | 
						|
                  NFAIL = NFAIL + 1
 | 
						|
               END IF
 | 
						|
  160       CONTINUE
 | 
						|
            IF( .NOT.BIDIAG ) THEN
 | 
						|
               NTEST = NTEST + 14
 | 
						|
            ELSE
 | 
						|
               NTEST = NTEST + 5
 | 
						|
            END IF
 | 
						|
*
 | 
						|
  170    CONTINUE
 | 
						|
  180 CONTINUE
 | 
						|
*
 | 
						|
*     Summary
 | 
						|
*
 | 
						|
      CALL ALASUM( PATH, NOUT, NFAIL, NTEST, 0 )
 | 
						|
*
 | 
						|
      RETURN
 | 
						|
*
 | 
						|
*     End of CCHKBD
 | 
						|
*
 | 
						|
 9999 FORMAT( ' M=', I5, ', N=', I5, ', type ', I2, ', seed=',
 | 
						|
     $      4( I4, ',' ), ' test(', I2, ')=', G11.4 )
 | 
						|
 9998 FORMAT( ' CCHKBD: ', A, ' returned INFO=', I6, '.', / 9X, 'M=',
 | 
						|
     $      I6, ', N=', I6, ', JTYPE=', I6, ', ISEED=(', 3( I5, ',' ),
 | 
						|
     $      I5, ')' )
 | 
						|
*
 | 
						|
      END
 |