Annotation of rpl/lapack/lapack/zla_syrfsx_extended.f, revision 1.5

1.5     ! bertrand    1: *> \brief \b ZLA_SYRFSX_EXTENDED
        !             2: *
        !             3: *  =========== DOCUMENTATION ===========
        !             4: *
        !             5: * Online html documentation available at 
        !             6: *            http://www.netlib.org/lapack/explore-html/ 
        !             7: *
        !             8: *> \htmlonly
        !             9: *> Download ZLA_SYRFSX_EXTENDED + dependencies 
        !            10: *> <a href="http://www.netlib.org/cgi-bin/netlibfiles.tgz?format=tgz&filename=/lapack/lapack_routine/zla_syrfsx_extended.f"> 
        !            11: *> [TGZ]</a> 
        !            12: *> <a href="http://www.netlib.org/cgi-bin/netlibfiles.zip?format=zip&filename=/lapack/lapack_routine/zla_syrfsx_extended.f"> 
        !            13: *> [ZIP]</a> 
        !            14: *> <a href="http://www.netlib.org/cgi-bin/netlibfiles.txt?format=txt&filename=/lapack/lapack_routine/zla_syrfsx_extended.f"> 
        !            15: *> [TXT]</a>
        !            16: *> \endhtmlonly 
        !            17: *
        !            18: *  Definition:
        !            19: *  ===========
        !            20: *
        !            21: *       SUBROUTINE ZLA_SYRFSX_EXTENDED( PREC_TYPE, UPLO, N, NRHS, A, LDA,
        !            22: *                                       AF, LDAF, IPIV, COLEQU, C, B, LDB,
        !            23: *                                       Y, LDY, BERR_OUT, N_NORMS,
        !            24: *                                       ERR_BNDS_NORM, ERR_BNDS_COMP, RES,
        !            25: *                                       AYB, DY, Y_TAIL, RCOND, ITHRESH,
        !            26: *                                       RTHRESH, DZ_UB, IGNORE_CWISE,
        !            27: *                                       INFO )
        !            28: * 
        !            29: *       .. Scalar Arguments ..
        !            30: *       INTEGER            INFO, LDA, LDAF, LDB, LDY, N, NRHS, PREC_TYPE,
        !            31: *      $                   N_NORMS, ITHRESH
        !            32: *       CHARACTER          UPLO
        !            33: *       LOGICAL            COLEQU, IGNORE_CWISE
        !            34: *       DOUBLE PRECISION   RTHRESH, DZ_UB
        !            35: *       ..
        !            36: *       .. Array Arguments ..
        !            37: *       INTEGER            IPIV( * )
        !            38: *       COMPLEX*16         A( LDA, * ), AF( LDAF, * ), B( LDB, * ),
        !            39: *      $                   Y( LDY, * ), RES( * ), DY( * ), Y_TAIL( * )
        !            40: *       DOUBLE PRECISION   C( * ), AYB( * ), RCOND, BERR_OUT( * ),
        !            41: *      $                   ERR_BNDS_NORM( NRHS, * ),
        !            42: *      $                   ERR_BNDS_COMP( NRHS, * )
        !            43: *       ..
        !            44: *  
        !            45: *
        !            46: *> \par Purpose:
        !            47: *  =============
        !            48: *>
        !            49: *> \verbatim
        !            50: *>
        !            51: *> ZLA_SYRFSX_EXTENDED improves the computed solution to a system of
        !            52: *> linear equations by performing extra-precise iterative refinement
        !            53: *> and provides error bounds and backward error estimates for the solution.
        !            54: *> This subroutine is called by ZSYRFSX to perform iterative refinement.
        !            55: *> In addition to normwise error bound, the code provides maximum
        !            56: *> componentwise error bound if possible. See comments for ERR_BNDS_NORM
        !            57: *> and ERR_BNDS_COMP for details of the error bounds. Note that this
        !            58: *> subroutine is only resonsible for setting the second fields of
        !            59: *> ERR_BNDS_NORM and ERR_BNDS_COMP.
        !            60: *> \endverbatim
        !            61: *
        !            62: *  Arguments:
        !            63: *  ==========
        !            64: *
        !            65: *> \param[in] PREC_TYPE
        !            66: *> \verbatim
        !            67: *>          PREC_TYPE is INTEGER
        !            68: *>     Specifies the intermediate precision to be used in refinement.
        !            69: *>     The value is defined by ILAPREC(P) where P is a CHARACTER and
        !            70: *>     P    = 'S':  Single
        !            71: *>          = 'D':  Double
        !            72: *>          = 'I':  Indigenous
        !            73: *>          = 'X', 'E':  Extra
        !            74: *> \endverbatim
        !            75: *>
        !            76: *> \param[in] UPLO
        !            77: *> \verbatim
        !            78: *>          UPLO is CHARACTER*1
        !            79: *>       = 'U':  Upper triangle of A is stored;
        !            80: *>       = 'L':  Lower triangle of A is stored.
        !            81: *> \endverbatim
        !            82: *>
        !            83: *> \param[in] N
        !            84: *> \verbatim
        !            85: *>          N is INTEGER
        !            86: *>     The number of linear equations, i.e., the order of the
        !            87: *>     matrix A.  N >= 0.
        !            88: *> \endverbatim
        !            89: *>
        !            90: *> \param[in] NRHS
        !            91: *> \verbatim
        !            92: *>          NRHS is INTEGER
        !            93: *>     The number of right-hand-sides, i.e., the number of columns of the
        !            94: *>     matrix B.
        !            95: *> \endverbatim
        !            96: *>
        !            97: *> \param[in] A
        !            98: *> \verbatim
        !            99: *>          A is COMPLEX*16 array, dimension (LDA,N)
        !           100: *>     On entry, the N-by-N matrix A.
        !           101: *> \endverbatim
        !           102: *>
        !           103: *> \param[in] LDA
        !           104: *> \verbatim
        !           105: *>          LDA is INTEGER
        !           106: *>     The leading dimension of the array A.  LDA >= max(1,N).
        !           107: *> \endverbatim
        !           108: *>
        !           109: *> \param[in] AF
        !           110: *> \verbatim
        !           111: *>          AF is COMPLEX*16 array, dimension (LDAF,N)
        !           112: *>     The block diagonal matrix D and the multipliers used to
        !           113: *>     obtain the factor U or L as computed by ZSYTRF.
        !           114: *> \endverbatim
        !           115: *>
        !           116: *> \param[in] LDAF
        !           117: *> \verbatim
        !           118: *>          LDAF is INTEGER
        !           119: *>     The leading dimension of the array AF.  LDAF >= max(1,N).
        !           120: *> \endverbatim
        !           121: *>
        !           122: *> \param[in] IPIV
        !           123: *> \verbatim
        !           124: *>          IPIV is INTEGER array, dimension (N)
        !           125: *>     Details of the interchanges and the block structure of D
        !           126: *>     as determined by ZSYTRF.
        !           127: *> \endverbatim
        !           128: *>
        !           129: *> \param[in] COLEQU
        !           130: *> \verbatim
        !           131: *>          COLEQU is LOGICAL
        !           132: *>     If .TRUE. then column equilibration was done to A before calling
        !           133: *>     this routine. This is needed to compute the solution and error
        !           134: *>     bounds correctly.
        !           135: *> \endverbatim
        !           136: *>
        !           137: *> \param[in] C
        !           138: *> \verbatim
        !           139: *>          C is DOUBLE PRECISION array, dimension (N)
        !           140: *>     The column scale factors for A. If COLEQU = .FALSE., C
        !           141: *>     is not accessed. If C is input, each element of C should be a power
        !           142: *>     of the radix to ensure a reliable solution and error estimates.
        !           143: *>     Scaling by powers of the radix does not cause rounding errors unless
        !           144: *>     the result underflows or overflows. Rounding errors during scaling
        !           145: *>     lead to refining with a matrix that is not equivalent to the
        !           146: *>     input matrix, producing error estimates that may not be
        !           147: *>     reliable.
        !           148: *> \endverbatim
        !           149: *>
        !           150: *> \param[in] B
        !           151: *> \verbatim
        !           152: *>          B is COMPLEX*16 array, dimension (LDB,NRHS)
        !           153: *>     The right-hand-side matrix B.
        !           154: *> \endverbatim
        !           155: *>
        !           156: *> \param[in] LDB
        !           157: *> \verbatim
        !           158: *>          LDB is INTEGER
        !           159: *>     The leading dimension of the array B.  LDB >= max(1,N).
        !           160: *> \endverbatim
        !           161: *>
        !           162: *> \param[in,out] Y
        !           163: *> \verbatim
        !           164: *>          Y is COMPLEX*16 array, dimension
        !           165: *>                    (LDY,NRHS)
        !           166: *>     On entry, the solution matrix X, as computed by ZSYTRS.
        !           167: *>     On exit, the improved solution matrix Y.
        !           168: *> \endverbatim
        !           169: *>
        !           170: *> \param[in] LDY
        !           171: *> \verbatim
        !           172: *>          LDY is INTEGER
        !           173: *>     The leading dimension of the array Y.  LDY >= max(1,N).
        !           174: *> \endverbatim
        !           175: *>
        !           176: *> \param[out] BERR_OUT
        !           177: *> \verbatim
        !           178: *>          BERR_OUT is DOUBLE PRECISION array, dimension (NRHS)
        !           179: *>     On exit, BERR_OUT(j) contains the componentwise relative backward
        !           180: *>     error for right-hand-side j from the formula
        !           181: *>         max(i) ( abs(RES(i)) / ( abs(op(A_s))*abs(Y) + abs(B_s) )(i) )
        !           182: *>     where abs(Z) is the componentwise absolute value of the matrix
        !           183: *>     or vector Z. This is computed by ZLA_LIN_BERR.
        !           184: *> \endverbatim
        !           185: *>
        !           186: *> \param[in] N_NORMS
        !           187: *> \verbatim
        !           188: *>          N_NORMS is INTEGER
        !           189: *>     Determines which error bounds to return (see ERR_BNDS_NORM
        !           190: *>     and ERR_BNDS_COMP).
        !           191: *>     If N_NORMS >= 1 return normwise error bounds.
        !           192: *>     If N_NORMS >= 2 return componentwise error bounds.
        !           193: *> \endverbatim
        !           194: *>
        !           195: *> \param[in,out] ERR_BNDS_NORM
        !           196: *> \verbatim
        !           197: *>          ERR_BNDS_NORM is DOUBLE PRECISION array, dimension
        !           198: *>                    (NRHS, N_ERR_BNDS)
        !           199: *>     For each right-hand side, this array contains information about
        !           200: *>     various error bounds and condition numbers corresponding to the
        !           201: *>     normwise relative error, which is defined as follows:
        !           202: *>
        !           203: *>     Normwise relative error in the ith solution vector:
        !           204: *>             max_j (abs(XTRUE(j,i) - X(j,i)))
        !           205: *>            ------------------------------
        !           206: *>                  max_j abs(X(j,i))
        !           207: *>
        !           208: *>     The array is indexed by the type of error information as described
        !           209: *>     below. There currently are up to three pieces of information
        !           210: *>     returned.
        !           211: *>
        !           212: *>     The first index in ERR_BNDS_NORM(i,:) corresponds to the ith
        !           213: *>     right-hand side.
        !           214: *>
        !           215: *>     The second index in ERR_BNDS_NORM(:,err) contains the following
        !           216: *>     three fields:
        !           217: *>     err = 1 "Trust/don't trust" boolean. Trust the answer if the
        !           218: *>              reciprocal condition number is less than the threshold
        !           219: *>              sqrt(n) * slamch('Epsilon').
        !           220: *>
        !           221: *>     err = 2 "Guaranteed" error bound: The estimated forward error,
        !           222: *>              almost certainly within a factor of 10 of the true error
        !           223: *>              so long as the next entry is greater than the threshold
        !           224: *>              sqrt(n) * slamch('Epsilon'). This error bound should only
        !           225: *>              be trusted if the previous boolean is true.
        !           226: *>
        !           227: *>     err = 3  Reciprocal condition number: Estimated normwise
        !           228: *>              reciprocal condition number.  Compared with the threshold
        !           229: *>              sqrt(n) * slamch('Epsilon') to determine if the error
        !           230: *>              estimate is "guaranteed". These reciprocal condition
        !           231: *>              numbers are 1 / (norm(Z^{-1},inf) * norm(Z,inf)) for some
        !           232: *>              appropriately scaled matrix Z.
        !           233: *>              Let Z = S*A, where S scales each row by a power of the
        !           234: *>              radix so all absolute row sums of Z are approximately 1.
        !           235: *>
        !           236: *>     This subroutine is only responsible for setting the second field
        !           237: *>     above.
        !           238: *>     See Lapack Working Note 165 for further details and extra
        !           239: *>     cautions.
        !           240: *> \endverbatim
        !           241: *>
        !           242: *> \param[in,out] ERR_BNDS_COMP
        !           243: *> \verbatim
        !           244: *>          ERR_BNDS_COMP is DOUBLE PRECISION array, dimension
        !           245: *>                    (NRHS, N_ERR_BNDS)
        !           246: *>     For each right-hand side, this array contains information about
        !           247: *>     various error bounds and condition numbers corresponding to the
        !           248: *>     componentwise relative error, which is defined as follows:
        !           249: *>
        !           250: *>     Componentwise relative error in the ith solution vector:
        !           251: *>                    abs(XTRUE(j,i) - X(j,i))
        !           252: *>             max_j ----------------------
        !           253: *>                         abs(X(j,i))
        !           254: *>
        !           255: *>     The array is indexed by the right-hand side i (on which the
        !           256: *>     componentwise relative error depends), and the type of error
        !           257: *>     information as described below. There currently are up to three
        !           258: *>     pieces of information returned for each right-hand side. If
        !           259: *>     componentwise accuracy is not requested (PARAMS(3) = 0.0), then
        !           260: *>     ERR_BNDS_COMP is not accessed.  If N_ERR_BNDS .LT. 3, then at most
        !           261: *>     the first (:,N_ERR_BNDS) entries are returned.
        !           262: *>
        !           263: *>     The first index in ERR_BNDS_COMP(i,:) corresponds to the ith
        !           264: *>     right-hand side.
        !           265: *>
        !           266: *>     The second index in ERR_BNDS_COMP(:,err) contains the following
        !           267: *>     three fields:
        !           268: *>     err = 1 "Trust/don't trust" boolean. Trust the answer if the
        !           269: *>              reciprocal condition number is less than the threshold
        !           270: *>              sqrt(n) * slamch('Epsilon').
        !           271: *>
        !           272: *>     err = 2 "Guaranteed" error bound: The estimated forward error,
        !           273: *>              almost certainly within a factor of 10 of the true error
        !           274: *>              so long as the next entry is greater than the threshold
        !           275: *>              sqrt(n) * slamch('Epsilon'). This error bound should only
        !           276: *>              be trusted if the previous boolean is true.
        !           277: *>
        !           278: *>     err = 3  Reciprocal condition number: Estimated componentwise
        !           279: *>              reciprocal condition number.  Compared with the threshold
        !           280: *>              sqrt(n) * slamch('Epsilon') to determine if the error
        !           281: *>              estimate is "guaranteed". These reciprocal condition
        !           282: *>              numbers are 1 / (norm(Z^{-1},inf) * norm(Z,inf)) for some
        !           283: *>              appropriately scaled matrix Z.
        !           284: *>              Let Z = S*(A*diag(x)), where x is the solution for the
        !           285: *>              current right-hand side and S scales each row of
        !           286: *>              A*diag(x) by a power of the radix so all absolute row
        !           287: *>              sums of Z are approximately 1.
        !           288: *>
        !           289: *>     This subroutine is only responsible for setting the second field
        !           290: *>     above.
        !           291: *>     See Lapack Working Note 165 for further details and extra
        !           292: *>     cautions.
        !           293: *> \endverbatim
        !           294: *>
        !           295: *> \param[in] RES
        !           296: *> \verbatim
        !           297: *>          RES is COMPLEX*16 array, dimension (N)
        !           298: *>     Workspace to hold the intermediate residual.
        !           299: *> \endverbatim
        !           300: *>
        !           301: *> \param[in] AYB
        !           302: *> \verbatim
        !           303: *>          AYB is DOUBLE PRECISION array, dimension (N)
        !           304: *>     Workspace.
        !           305: *> \endverbatim
        !           306: *>
        !           307: *> \param[in] DY
        !           308: *> \verbatim
        !           309: *>          DY is COMPLEX*16 array, dimension (N)
        !           310: *>     Workspace to hold the intermediate solution.
        !           311: *> \endverbatim
        !           312: *>
        !           313: *> \param[in] Y_TAIL
        !           314: *> \verbatim
        !           315: *>          Y_TAIL is COMPLEX*16 array, dimension (N)
        !           316: *>     Workspace to hold the trailing bits of the intermediate solution.
        !           317: *> \endverbatim
        !           318: *>
        !           319: *> \param[in] RCOND
        !           320: *> \verbatim
        !           321: *>          RCOND is DOUBLE PRECISION
        !           322: *>     Reciprocal scaled condition number.  This is an estimate of the
        !           323: *>     reciprocal Skeel condition number of the matrix A after
        !           324: *>     equilibration (if done).  If this is less than the machine
        !           325: *>     precision (in particular, if it is zero), the matrix is singular
        !           326: *>     to working precision.  Note that the error may still be small even
        !           327: *>     if this number is very small and the matrix appears ill-
        !           328: *>     conditioned.
        !           329: *> \endverbatim
        !           330: *>
        !           331: *> \param[in] ITHRESH
        !           332: *> \verbatim
        !           333: *>          ITHRESH is INTEGER
        !           334: *>     The maximum number of residual computations allowed for
        !           335: *>     refinement. The default is 10. For 'aggressive' set to 100 to
        !           336: *>     permit convergence using approximate factorizations or
        !           337: *>     factorizations other than LU. If the factorization uses a
        !           338: *>     technique other than Gaussian elimination, the guarantees in
        !           339: *>     ERR_BNDS_NORM and ERR_BNDS_COMP may no longer be trustworthy.
        !           340: *> \endverbatim
        !           341: *>
        !           342: *> \param[in] RTHRESH
        !           343: *> \verbatim
        !           344: *>          RTHRESH is DOUBLE PRECISION
        !           345: *>     Determines when to stop refinement if the error estimate stops
        !           346: *>     decreasing. Refinement will stop when the next solution no longer
        !           347: *>     satisfies norm(dx_{i+1}) < RTHRESH * norm(dx_i) where norm(Z) is
        !           348: *>     the infinity norm of Z. RTHRESH satisfies 0 < RTHRESH <= 1. The
        !           349: *>     default value is 0.5. For 'aggressive' set to 0.9 to permit
        !           350: *>     convergence on extremely ill-conditioned matrices. See LAWN 165
        !           351: *>     for more details.
        !           352: *> \endverbatim
        !           353: *>
        !           354: *> \param[in] DZ_UB
        !           355: *> \verbatim
        !           356: *>          DZ_UB is DOUBLE PRECISION
        !           357: *>     Determines when to start considering componentwise convergence.
        !           358: *>     Componentwise convergence is only considered after each component
        !           359: *>     of the solution Y is stable, which we definte as the relative
        !           360: *>     change in each component being less than DZ_UB. The default value
        !           361: *>     is 0.25, requiring the first bit to be stable. See LAWN 165 for
        !           362: *>     more details.
        !           363: *> \endverbatim
        !           364: *>
        !           365: *> \param[in] IGNORE_CWISE
        !           366: *> \verbatim
        !           367: *>          IGNORE_CWISE is LOGICAL
        !           368: *>     If .TRUE. then ignore componentwise convergence. Default value
        !           369: *>     is .FALSE..
        !           370: *> \endverbatim
        !           371: *>
        !           372: *> \param[out] INFO
        !           373: *> \verbatim
        !           374: *>          INFO is INTEGER
        !           375: *>       = 0:  Successful exit.
        !           376: *>       < 0:  if INFO = -i, the ith argument to ZSYTRS had an illegal
        !           377: *>             value
        !           378: *> \endverbatim
        !           379: *
        !           380: *  Authors:
        !           381: *  ========
        !           382: *
        !           383: *> \author Univ. of Tennessee 
        !           384: *> \author Univ. of California Berkeley 
        !           385: *> \author Univ. of Colorado Denver 
        !           386: *> \author NAG Ltd. 
        !           387: *
        !           388: *> \date November 2011
        !           389: *
        !           390: *> \ingroup complex16SYcomputational
        !           391: *
        !           392: *  =====================================================================
1.1       bertrand  393:       SUBROUTINE ZLA_SYRFSX_EXTENDED( PREC_TYPE, UPLO, N, NRHS, A, LDA,
                    394:      $                                AF, LDAF, IPIV, COLEQU, C, B, LDB,
                    395:      $                                Y, LDY, BERR_OUT, N_NORMS,
                    396:      $                                ERR_BNDS_NORM, ERR_BNDS_COMP, RES,
                    397:      $                                AYB, DY, Y_TAIL, RCOND, ITHRESH,
                    398:      $                                RTHRESH, DZ_UB, IGNORE_CWISE,
                    399:      $                                INFO )
                    400: *
1.5     ! bertrand  401: *  -- LAPACK computational routine (version 3.4.0) --
        !           402: *  -- LAPACK is a software package provided by Univ. of Tennessee,    --
        !           403: *  -- Univ. of California Berkeley, Univ. of Colorado Denver and NAG Ltd..--
        !           404: *     November 2011
1.1       bertrand  405: *
                    406: *     .. Scalar Arguments ..
                    407:       INTEGER            INFO, LDA, LDAF, LDB, LDY, N, NRHS, PREC_TYPE,
                    408:      $                   N_NORMS, ITHRESH
                    409:       CHARACTER          UPLO
                    410:       LOGICAL            COLEQU, IGNORE_CWISE
                    411:       DOUBLE PRECISION   RTHRESH, DZ_UB
                    412: *     ..
                    413: *     .. Array Arguments ..
                    414:       INTEGER            IPIV( * )
                    415:       COMPLEX*16         A( LDA, * ), AF( LDAF, * ), B( LDB, * ),
                    416:      $                   Y( LDY, * ), RES( * ), DY( * ), Y_TAIL( * )
                    417:       DOUBLE PRECISION   C( * ), AYB( * ), RCOND, BERR_OUT( * ),
                    418:      $                   ERR_BNDS_NORM( NRHS, * ),
                    419:      $                   ERR_BNDS_COMP( NRHS, * )
                    420: *     ..
                    421: *
                    422: *  =====================================================================
                    423: *
                    424: *     .. Local Scalars ..
                    425:       INTEGER            UPLO2, CNT, I, J, X_STATE, Z_STATE,
                    426:      $                   Y_PREC_STATE
                    427:       DOUBLE PRECISION   YK, DYK, YMIN, NORMY, NORMX, NORMDX, DXRAT,
                    428:      $                   DZRAT, PREVNORMDX, PREV_DZ_Z, DXRATMAX,
                    429:      $                   DZRATMAX, DX_X, DZ_Z, FINAL_DX_X, FINAL_DZ_Z,
                    430:      $                   EPS, HUGEVAL, INCR_THRESH
                    431:       LOGICAL            INCR_PREC
                    432:       COMPLEX*16         ZDUM
                    433: *     ..
                    434: *     .. Parameters ..
                    435:       INTEGER            UNSTABLE_STATE, WORKING_STATE, CONV_STATE,
                    436:      $                   NOPROG_STATE, BASE_RESIDUAL, EXTRA_RESIDUAL,
                    437:      $                   EXTRA_Y
                    438:       PARAMETER          ( UNSTABLE_STATE = 0, WORKING_STATE = 1,
                    439:      $                   CONV_STATE = 2, NOPROG_STATE = 3 )
                    440:       PARAMETER          ( BASE_RESIDUAL = 0, EXTRA_RESIDUAL = 1,
                    441:      $                   EXTRA_Y = 2 )
                    442:       INTEGER            FINAL_NRM_ERR_I, FINAL_CMP_ERR_I, BERR_I
                    443:       INTEGER            RCOND_I, NRM_RCOND_I, NRM_ERR_I, CMP_RCOND_I
                    444:       INTEGER            CMP_ERR_I, PIV_GROWTH_I
                    445:       PARAMETER          ( FINAL_NRM_ERR_I = 1, FINAL_CMP_ERR_I = 2,
                    446:      $                   BERR_I = 3 )
                    447:       PARAMETER          ( RCOND_I = 4, NRM_RCOND_I = 5, NRM_ERR_I = 6 )
                    448:       PARAMETER          ( CMP_RCOND_I = 7, CMP_ERR_I = 8,
                    449:      $                   PIV_GROWTH_I = 9 )
                    450:       INTEGER            LA_LINRX_ITREF_I, LA_LINRX_ITHRESH_I,
                    451:      $                   LA_LINRX_CWISE_I
                    452:       PARAMETER          ( LA_LINRX_ITREF_I = 1,
                    453:      $                   LA_LINRX_ITHRESH_I = 2 )
                    454:       PARAMETER          ( LA_LINRX_CWISE_I = 3 )
                    455:       INTEGER            LA_LINRX_TRUST_I, LA_LINRX_ERR_I,
                    456:      $                   LA_LINRX_RCOND_I
                    457:       PARAMETER          ( LA_LINRX_TRUST_I = 1, LA_LINRX_ERR_I = 2 )
                    458:       PARAMETER          ( LA_LINRX_RCOND_I = 3 )
                    459: *     ..
                    460: *     .. External Functions ..
                    461:       LOGICAL            LSAME
                    462:       EXTERNAL           ILAUPLO
                    463:       INTEGER            ILAUPLO
                    464: *     ..
                    465: *     .. External Subroutines ..
                    466:       EXTERNAL           ZAXPY, ZCOPY, ZSYTRS, ZSYMV, BLAS_ZSYMV_X,
                    467:      $                   BLAS_ZSYMV2_X, ZLA_SYAMV, ZLA_WWADDW,
                    468:      $                   ZLA_LIN_BERR
                    469:       DOUBLE PRECISION   DLAMCH
                    470: *     ..
                    471: *     .. Intrinsic Functions ..
                    472:       INTRINSIC          ABS, REAL, DIMAG, MAX, MIN
                    473: *     ..
                    474: *     .. Statement Functions ..
                    475:       DOUBLE PRECISION   CABS1
                    476: *     ..
                    477: *     .. Statement Function Definitions ..
                    478:       CABS1( ZDUM ) = ABS( DBLE( ZDUM ) ) + ABS( DIMAG( ZDUM ) )
                    479: *     ..
                    480: *     .. Executable Statements ..
                    481: *
                    482:       IF ( INFO.NE.0 ) RETURN
                    483:       EPS = DLAMCH( 'Epsilon' )
                    484:       HUGEVAL = DLAMCH( 'Overflow' )
                    485: *     Force HUGEVAL to Inf
                    486:       HUGEVAL = HUGEVAL * HUGEVAL
                    487: *     Using HUGEVAL may lead to spurious underflows.
                    488:       INCR_THRESH = DBLE( N ) * EPS
                    489: 
                    490:       IF ( LSAME ( UPLO, 'L' ) ) THEN
                    491:          UPLO2 = ILAUPLO( 'L' )
                    492:       ELSE
                    493:          UPLO2 = ILAUPLO( 'U' )
                    494:       ENDIF
                    495: 
                    496:       DO J = 1, NRHS
                    497:          Y_PREC_STATE = EXTRA_RESIDUAL
                    498:          IF ( Y_PREC_STATE .EQ. EXTRA_Y ) THEN
                    499:             DO I = 1, N
                    500:                Y_TAIL( I ) = 0.0D+0
                    501:             END DO
                    502:          END IF
                    503: 
                    504:          DXRAT = 0.0D+0
                    505:          DXRATMAX = 0.0D+0
                    506:          DZRAT = 0.0D+0
                    507:          DZRATMAX = 0.0D+0
                    508:          FINAL_DX_X = HUGEVAL
                    509:          FINAL_DZ_Z = HUGEVAL
                    510:          PREVNORMDX = HUGEVAL
                    511:          PREV_DZ_Z = HUGEVAL
                    512:          DZ_Z = HUGEVAL
                    513:          DX_X = HUGEVAL
                    514: 
                    515:          X_STATE = WORKING_STATE
                    516:          Z_STATE = UNSTABLE_STATE
                    517:          INCR_PREC = .FALSE.
                    518: 
                    519:          DO CNT = 1, ITHRESH
                    520: *
                    521: *         Compute residual RES = B_s - op(A_s) * Y,
                    522: *             op(A) = A, A**T, or A**H depending on TRANS (and type).
                    523: *
                    524:             CALL ZCOPY( N, B( 1, J ), 1, RES, 1 )
                    525:             IF ( Y_PREC_STATE .EQ. BASE_RESIDUAL ) THEN
                    526:                CALL ZSYMV( UPLO, N, DCMPLX(-1.0D+0), A, LDA, Y(1,J), 1,
                    527:      $              DCMPLX(1.0D+0), RES, 1 )
                    528:             ELSE IF ( Y_PREC_STATE .EQ. EXTRA_RESIDUAL ) THEN
                    529:                CALL BLAS_ZSYMV_X( UPLO2, N, DCMPLX(-1.0D+0), A, LDA,
                    530:      $              Y( 1, J ), 1, DCMPLX(1.0D+0), RES, 1, PREC_TYPE )
                    531:             ELSE
                    532:                CALL BLAS_ZSYMV2_X(UPLO2, N, DCMPLX(-1.0D+0), A, LDA,
                    533:      $              Y(1, J), Y_TAIL, 1, DCMPLX(1.0D+0), RES, 1,
                    534:      $     PREC_TYPE)
                    535:             END IF
                    536: 
                    537: !         XXX: RES is no longer needed.
                    538:             CALL ZCOPY( N, RES, 1, DY, 1 )
                    539:             CALL ZSYTRS( UPLO, N, 1, AF, LDAF, IPIV, DY, N, INFO )
                    540: *
                    541: *         Calculate relative changes DX_X, DZ_Z and ratios DXRAT, DZRAT.
                    542: *
                    543:             NORMX = 0.0D+0
                    544:             NORMY = 0.0D+0
                    545:             NORMDX = 0.0D+0
                    546:             DZ_Z = 0.0D+0
                    547:             YMIN = HUGEVAL
                    548: 
                    549:             DO I = 1, N
                    550:                YK = CABS1( Y( I, J ) )
                    551:                DYK = CABS1( DY( I ) )
                    552: 
                    553:                IF ( YK .NE. 0.0D+0 ) THEN
                    554:                   DZ_Z = MAX( DZ_Z, DYK / YK )
                    555:                ELSE IF ( DYK .NE. 0.0D+0 ) THEN
                    556:                   DZ_Z = HUGEVAL
                    557:                END IF
                    558: 
                    559:                YMIN = MIN( YMIN, YK )
                    560: 
                    561:                NORMY = MAX( NORMY, YK )
                    562: 
                    563:                IF ( COLEQU ) THEN
                    564:                   NORMX = MAX( NORMX, YK * C( I ) )
                    565:                   NORMDX = MAX( NORMDX, DYK * C( I ) )
                    566:                ELSE
                    567:                   NORMX = NORMY
                    568:                   NORMDX = MAX( NORMDX, DYK )
                    569:                END IF
                    570:             END DO
                    571: 
                    572:             IF ( NORMX .NE. 0.0D+0 ) THEN
                    573:                DX_X = NORMDX / NORMX
                    574:             ELSE IF ( NORMDX .EQ. 0.0D+0 ) THEN
                    575:                DX_X = 0.0D+0
                    576:             ELSE
                    577:                DX_X = HUGEVAL
                    578:             END IF
                    579: 
                    580:             DXRAT = NORMDX / PREVNORMDX
                    581:             DZRAT = DZ_Z / PREV_DZ_Z
                    582: *
                    583: *         Check termination criteria.
                    584: *
                    585:             IF ( YMIN*RCOND .LT. INCR_THRESH*NORMY
                    586:      $           .AND. Y_PREC_STATE .LT. EXTRA_Y )
                    587:      $           INCR_PREC = .TRUE.
                    588: 
                    589:             IF ( X_STATE .EQ. NOPROG_STATE .AND. DXRAT .LE. RTHRESH )
                    590:      $           X_STATE = WORKING_STATE
                    591:             IF ( X_STATE .EQ. WORKING_STATE ) THEN
                    592:                IF ( DX_X .LE. EPS ) THEN
                    593:                   X_STATE = CONV_STATE
                    594:                ELSE IF ( DXRAT .GT. RTHRESH ) THEN
                    595:                   IF ( Y_PREC_STATE .NE. EXTRA_Y ) THEN
                    596:                      INCR_PREC = .TRUE.
                    597:                   ELSE
                    598:                      X_STATE = NOPROG_STATE
                    599:                   END IF
                    600:                ELSE
                    601:                   IF (DXRAT .GT. DXRATMAX) DXRATMAX = DXRAT
                    602:                END IF
                    603:                IF ( X_STATE .GT. WORKING_STATE ) FINAL_DX_X = DX_X
                    604:             END IF
                    605: 
                    606:             IF ( Z_STATE .EQ. UNSTABLE_STATE .AND. DZ_Z .LE. DZ_UB )
                    607:      $           Z_STATE = WORKING_STATE
                    608:             IF ( Z_STATE .EQ. NOPROG_STATE .AND. DZRAT .LE. RTHRESH )
                    609:      $           Z_STATE = WORKING_STATE
                    610:             IF ( Z_STATE .EQ. WORKING_STATE ) THEN
                    611:                IF ( DZ_Z .LE. EPS ) THEN
                    612:                   Z_STATE = CONV_STATE
                    613:                ELSE IF ( DZ_Z .GT. DZ_UB ) THEN
                    614:                   Z_STATE = UNSTABLE_STATE
                    615:                   DZRATMAX = 0.0D+0
                    616:                   FINAL_DZ_Z = HUGEVAL
                    617:                ELSE IF ( DZRAT .GT. RTHRESH ) THEN
                    618:                   IF ( Y_PREC_STATE .NE. EXTRA_Y ) THEN
                    619:                      INCR_PREC = .TRUE.
                    620:                   ELSE
                    621:                      Z_STATE = NOPROG_STATE
                    622:                   END IF
                    623:                ELSE
                    624:                   IF ( DZRAT .GT. DZRATMAX ) DZRATMAX = DZRAT
                    625:                END IF
                    626:                IF ( Z_STATE .GT. WORKING_STATE ) FINAL_DZ_Z = DZ_Z
                    627:             END IF
                    628: 
                    629:             IF ( X_STATE.NE.WORKING_STATE.AND.
                    630:      $           ( IGNORE_CWISE.OR.Z_STATE.NE.WORKING_STATE ) )
                    631:      $           GOTO 666
                    632: 
                    633:             IF ( INCR_PREC ) THEN
                    634:                INCR_PREC = .FALSE.
                    635:                Y_PREC_STATE = Y_PREC_STATE + 1
                    636:                DO I = 1, N
                    637:                   Y_TAIL( I ) = 0.0D+0
                    638:                END DO
                    639:             END IF
                    640: 
                    641:             PREVNORMDX = NORMDX
                    642:             PREV_DZ_Z = DZ_Z
                    643: *
                    644: *           Update soluton.
                    645: *
                    646:             IF ( Y_PREC_STATE .LT. EXTRA_Y ) THEN
                    647:                CALL ZAXPY( N, DCMPLX(1.0D+0), DY, 1, Y(1,J), 1 )
                    648:             ELSE
                    649:                CALL ZLA_WWADDW( N, Y(1,J), Y_TAIL, DY )
                    650:             END IF
                    651: 
                    652:          END DO
                    653: *        Target of "IF (Z_STOP .AND. X_STOP)".  Sun's f77 won't EXIT.
                    654:  666     CONTINUE
                    655: *
                    656: *     Set final_* when cnt hits ithresh.
                    657: *
                    658:          IF ( X_STATE .EQ. WORKING_STATE ) FINAL_DX_X = DX_X
                    659:          IF ( Z_STATE .EQ. WORKING_STATE ) FINAL_DZ_Z = DZ_Z
                    660: *
                    661: *     Compute error bounds.
                    662: *
                    663:          IF ( N_NORMS .GE. 1 ) THEN
                    664:             ERR_BNDS_NORM( J, LA_LINRX_ERR_I ) =
                    665:      $           FINAL_DX_X / (1 - DXRATMAX)
                    666:          END IF
                    667:          IF ( N_NORMS .GE. 2 ) THEN
                    668:             ERR_BNDS_COMP( J, LA_LINRX_ERR_I ) =
                    669:      $           FINAL_DZ_Z / (1 - DZRATMAX)
                    670:          END IF
                    671: *
                    672: *     Compute componentwise relative backward error from formula
                    673: *         max(i) ( abs(R(i)) / ( abs(op(A_s))*abs(Y) + abs(B_s) )(i) )
                    674: *     where abs(Z) is the componentwise absolute value of the matrix
                    675: *     or vector Z.
                    676: *
                    677: *        Compute residual RES = B_s - op(A_s) * Y,
                    678: *            op(A) = A, A**T, or A**H depending on TRANS (and type).
                    679: *
                    680:          CALL ZCOPY( N, B( 1, J ), 1, RES, 1 )
                    681:          CALL ZSYMV( UPLO, N, DCMPLX(-1.0D+0), A, LDA, Y(1,J), 1,
                    682:      $        DCMPLX(1.0D+0), RES, 1 )
                    683: 
                    684:          DO I = 1, N
                    685:             AYB( I ) = CABS1( B( I, J ) )
                    686:          END DO
                    687: *
                    688: *     Compute abs(op(A_s))*abs(Y) + abs(B_s).
                    689: *
                    690:          CALL ZLA_SYAMV ( UPLO2, N, 1.0D+0,
                    691:      $        A, LDA, Y(1, J), 1, 1.0D+0, AYB, 1 )
                    692: 
                    693:          CALL ZLA_LIN_BERR ( N, N, 1, RES, AYB, BERR_OUT( J ) )
                    694: *
                    695: *     End of loop for each RHS.
                    696: *
                    697:       END DO
                    698: *
                    699:       RETURN
                    700:       END

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