core_strsmsp.c

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/**
 *
 * @file core_strsmsp.c
 *
 * PaStiX kernel routines
 *
 * @copyright 2012-2023 Bordeaux INP, CNRS (LaBRI UMR 5800), Inria,
 *                      Univ. Bordeaux. All rights reserved.
 *
 * @version 6.3.2
 * @author Mathieu Faverge
 * @author Pierre Ramet
 * @author Xavier Lacoste
 * @author Esragul Korkmaz
 * @author Gregoire Pichon
 * @date 2023-07-21
 * @generated from /builds/solverstack/pastix/kernels/core_ztrsmsp.c, normal z -> s, Wed Dec 13 12:09:16 2023
 *
 **/
#include "common.h"
#include "cblas.h"
#include "blend/solver.h"
#include "kernels_trace.h"
#include "pastix_scores.h"
#include "pastix_slrcores.h"
 
#ifndef DOXYGEN_SHOULD_SKIP_THIS
static float sone =  1.0;
#endif /* DOXYGEN_SHOULD_SKIP_THIS */
 
/**
 *******************************************************************************
 *
 * @ingroup kernel_fact_null
 *
 * @brief Apply all the trsm updates on a panel stored in 1D layout.
 *
 *******************************************************************************
 *
 * @param[in] side
 *          Specify whether the A matrix appears on the left or right in the
 *          equation. It has to be either PastixLeft or PastixRight.
 *
 * @param[in] uplo
 *          Specify whether the A matrix is upper or lower triangular. It has to
 *          be either PastixUpper or PastixLower.
 *
 * @param[in] trans
 *          Specify the transposition used for the A matrix. It has to be either
 *          PastixTrans or PastixTrans.
 *
 * @param[in] diag
 *          Specify if the A matrix is unit triangular. It has to be either
 *          PastixUnit or PastixNonUnit.
 *
 * @param[in] cblk
 *          The cblk structure to which block belongs to. The A and C pointers
 *          must be the coeftab of this column block.
 *          Next column blok must be accessible through cblk[1].
 *
 * @param[in] A
 *          The pointer to the coeftab of the cblk.lcoeftab matrix storing the
 *          coefficients of the panel when the Lower part is computed,
 *          cblk.ucoeftab otherwise. Must be of size cblk.stride -by- cblk.width
 *
 * @param[inout] C
 *          The pointer to the fcblk.lcoeftab if the lower part is computed,
 *          fcblk.ucoeftab otherwise.
 *
 *******************************************************************************/
static inline void
core_strsmsp_1d( pastix_side_t             side,
                 pastix_uplo_t             uplo,
                 pastix_trans_t            trans,
                 pastix_diag_t             diag,
                 const SolverCblk         *cblk,
                 const float *A,
                 float       *C )
{
    SolverBlok *fblok;
    pastix_int_t M, N, lda;
 
    N     = cblk->lcolnum - cblk->fcolnum + 1;
    lda   = cblk->stride;
    fblok = cblk->fblokptr;  /* The diagonal block */
 
    /* vertical dimension */
    M = lda - N;
 
    /* if there is an extra-diagonal bloc in column block */
    assert( fblok + 1 < cblk[1].fblokptr );
    assert( blok_rownbr( fblok) == N );
    assert(!(cblk->cblktype & CBLK_LAYOUT_2D));
 
    /* first extra-diagonal bloc in column block address */
    C = C + fblok[1].coefind;
 
    kernel_trace_start_lvl2( PastixKernelLvl2_FR_TRSM );
    cblas_strsm(CblasColMajor,
                (CBLAS_SIDE)side, (CBLAS_UPLO)uplo, (CBLAS_TRANSPOSE)trans, (CBLAS_DIAG)diag,
                M, N,
                (sone), A, lda,
                                   C, lda);
    kernel_trace_stop_lvl2( FLOPS_STRSM( side, M, N ) );
}
 
/**
 *******************************************************************************
 *
 * @ingroup kernel_fact_null
 *
 * @brief Compute the updates associated to one off-diagonal block between two
 * cblk stored in 2D.
 *
 *******************************************************************************
 *
 * @param[in] side
 *          Specify whether the A matrix appears on the left or right in the
 *          equation. It has to be either PastixLeft or PastixRight.
 *
 * @param[in] uplo
 *          Specify whether the A matrix is upper or lower triangular. It has to
 *          be either PastixUpper or PastixLower.
 *
 * @param[in] trans
 *          Specify the transposition used for the A matrix. It has to be either
 *          PastixTrans or PastixTrans.
 *
 * @param[in] diag
 *          Specify if the A matrix is unit triangular. It has to be either
 *          PastixUnit or PastixNonUnit.
 *
 * @param[in] cblk
 *          The cblk structure to which block belongs to. The A and C pointers
 *          must be the coeftab of this column block.
 *          Next column blok must be accessible through cblk[1].
 *
 * @param[in] A
 *          The pointer to the coeftab of the cblk.lcoeftab matrix storing the
 *          coefficients of the panel when the Lower part is computed,
 *          cblk.ucoeftab otherwise. Must be of size cblk.stride -by- cblk.width
 *
 * @param[inout] C
 *          The pointer to the fcblk.lcoeftab if the lower part is computed,
 *          fcblk.ucoeftab otherwise.
 *
 *******************************************************************************/
static inline void
core_strsmsp_2d( pastix_side_t             side,
                 pastix_uplo_t             uplo,
                 pastix_trans_t            trans,
                 pastix_diag_t             diag,
                 const SolverCblk         *cblk,
                 const float *A,
                 float       *C )
{
    const SolverBlok *fblok, *lblok, *blok;
    pastix_int_t M, N, lda, ldc;
    float *blokC;
 
    N     = cblk->lcolnum - cblk->fcolnum + 1;
    fblok = cblk[0].fblokptr;  /* The diagonal block */
    lblok = cblk[1].fblokptr;  /* The diagonal block of the next cblk */
    lda   = blok_rownbr( fblok );
 
    assert( blok_rownbr(fblok) == N );
    assert( cblk->cblktype & CBLK_LAYOUT_2D );
 
    for (blok=fblok+1; blok<lblok; blok++) {
 
        blokC = C + blok->coefind;
        M   = blok_rownbr(blok);
        ldc = M;
 
        kernel_trace_start_lvl2( PastixKernelLvl2_FR_TRSM );
        cblas_strsm(CblasColMajor,
                    (CBLAS_SIDE)side, (CBLAS_UPLO)uplo, (CBLAS_TRANSPOSE)trans, (CBLAS_DIAG)diag,
                    M, N,
                    (sone), A, lda,
                                       blokC, ldc);
        kernel_trace_stop_lvl2( FLOPS_STRSM( side, M, N ) );
    }
}
 
/**
 *******************************************************************************
 *
 * @ingroup kernel_fact_null
 *
 * @brief Computes the updates associated to one off-diagonal block between two
 * cblk stored in low-rank format.
 *
 *******************************************************************************
 *
 * @param[in] side
 *          Specify whether the off-diagonal blocks appear on the left or right in the
 *          equation. It has to be either PastixLeft or PastixRight.
 *
 * @param[in] uplo
 *          Specify whether the off-diagonal blocks are upper or lower
 *          triangular. It has to be either PastixUpper or PastixLower.
 *
 * @param[in] trans
 *          Specify the transposition used for the off-diagonal blocks. It has
 *          to be either PastixTrans or PastixTrans.
 *
 * @param[in] diag
 *          Specify if the off-diagonal blocks are unit triangular. It has to be
 *          either PastixUnit or PastixNonUnit.
 *
 * @param[in] cblk
 *          The cblk structure to which block belongs to. The A and C pointers
 *          must be the coeftab of this column block.
 *          Next column blok must be accessible through cblk[1].
 *
 * @param[in] lrA
 *          Pointer to the low-rank representation of the block A.
 *          Must be followed by the low-rank representation of the following blocks.
 *
 * @param[in] lrC
 *          Pointer to the low-rank representation of the block C.
 *          Must be followed by the low-rank representation of the following blocks.
 *
 * @param[in] lowrank
 *          The structure with low-rank parameters.
 *
 *******************************************************************************
 *
 * @return  The number of flops performed
 *
 *******************************************************************************/
static inline pastix_fixdbl_t
core_strsmsp_lr( pastix_side_t           side,
                 pastix_uplo_t           uplo,
                 pastix_trans_t          trans,
                 pastix_diag_t           diag,
                 const SolverCblk       *cblk,
                 const pastix_lrblock_t *lrA,
                 pastix_lrblock_t       *lrC,
                 const pastix_lr_t      *lowrank )
{
    SolverBlok *fblok, *lblok, *blok;
    pastix_int_t M, N, lda;
    float *A;
 
    pastix_fixdbl_t flops = 0.0;
    pastix_fixdbl_t flops_lr, flops_c;
 
    N     = cblk->lcolnum - cblk->fcolnum + 1;
    fblok = cblk[0].fblokptr;  /* The diagonal block */
    lblok = cblk[1].fblokptr;  /* The diagonal block of the next cblk */
 
    A     = lrA->u;
    lda   = lrA->rkmax;
 
    assert( lrA->rk == -1 );
    assert( blok_rownbr(fblok) == N );
    assert( cblk->cblktype & CBLK_COMPRESSED );
    assert( cblk->cblktype & CBLK_LAYOUT_2D  );
 
    lrC++; /* Skip diagonal block */
    for (blok=fblok+1; blok<lblok; blok++, lrC++) {
 
        M   = blok_rownbr(blok);
        flops_lr = 0.;
        flops_c  = 0.;
 
        /* Check the size of the block */
        if ( ( N >= lowrank->compress_min_width  ) &&
             ( M >= lowrank->compress_min_height ) )
        {
            int is_preselected = ( blok->iluklvl <= lowrank->ilu_lvl );
 
            /*
             * Try to compress the block: 2 cases
             *      - Non preselected blocks are always compressed
             *      - Preselected blocks are compressed if compress_preselect
             */
            if ( lowrank->compress_preselect || (!is_preselected) )
            {
                flops_lr = cpublok_scompress( lowrank, M, N, lrC );
            }
        }
 
        if ( lrC->rk != 0 ) {
            if ( lrC->rk != -1 ) {
                kernel_trace_start_lvl2( PastixKernelLvl2_LR_TRSM );
                cblas_strsm(CblasColMajor,
                            (CBLAS_SIDE)side, (CBLAS_UPLO)uplo, (CBLAS_TRANSPOSE)trans, (CBLAS_DIAG)diag,
                            lrC->rk, N,
                            (sone), A, lda,
                            lrC->v, lrC->rkmax);
                flops_c = FLOPS_STRSM( side, lrC->rk, N );
                kernel_trace_stop_lvl2( flops_c );
            }
            else {
                kernel_trace_start_lvl2( PastixKernelLvl2_FR_TRSM );
                cblas_strsm(CblasColMajor,
                            (CBLAS_SIDE)side, (CBLAS_UPLO)uplo, (CBLAS_TRANSPOSE)trans, (CBLAS_DIAG)diag,
                            M, N,
                            (sone), A, lda,
                            lrC->u, lrC->rkmax);
                flops_c = FLOPS_STRSM( side, M, N );
                kernel_trace_stop_lvl2( flops_c );
            }
        }
 
        flops += flops_lr + flops_c;
    }
    return flops;
}
 
/**
 *******************************************************************************
 *
 * @brief Compute the updates associated to a column of off-diagonal blocks.
 *
 *******************************************************************************
 *
 * @param[in] side
 *          Specify whether the A matrix appears on the left or right in the
 *          equation. It has to be either PastixLeft or PastixRight.
 *
 * @param[in] uplo
 *          Specify whether the A matrix is upper or lower triangular. It has to
 *          be either PastixUpper or PastixLower.
 *
 * @param[in] trans
 *          Specify the transposition used for the A matrix. It has to be either
 *          PastixTrans or PastixTrans.
 *
 * @param[in] diag
 *          Specify if the A matrix is unit triangular. It has to be either
 *          PastixUnit or PastixNonUnit.
 *
 * @param[in] cblk
 *          The cblk structure to which block belongs to. The A and B pointers
 *          must be the coeftab of this column block.
 *          Next column blok must be accessible through cblk[1].
 *
 * @param[in] A
 *          The pointer to the correct representation of A.
 *          - coeftab if the block is in full rank. Must be of size cblk.stride -by- cblk.width.
 *          - pastix_lr_block if the block is compressed.
 *
 * @param[inout] C
 *          The pointer to the correct representation of C.
 *          - coeftab if the block is in full rank. Must be of size cblk.stride -by- cblk.width.
 *          - pastix_lr_block if the block is compressed.
 *
 * @param[in] lowrank
 *          The structure with low-rank parameters.
 *
 *******************************************************************************/
void
cpucblk_strsmsp( pastix_side_t      side,
                 pastix_uplo_t      uplo,
                 pastix_trans_t     trans,
                 pastix_diag_t      diag,
                 const SolverCblk  *cblk,
                 const void        *A,
                 void              *C,
                 const pastix_lr_t *lowrank )
{
    if (  cblk[0].fblokptr + 1 < cblk[1].fblokptr )
    {
        pastix_ktype_t ktype = PastixKernelLvl1Nbr;
        pastix_fixdbl_t time, flops = 0.0;
        pastix_int_t n = cblk_colnbr( cblk );
        pastix_int_t m = cblk->stride - n;
 
        if ( cblk->cblktype & CBLK_COMPRESSED ) {
            ktype = PastixKernelTRSMCblkLR;
            time  = kernel_trace_start( ktype );
 
            flops = core_strsmsp_lr( side, uplo, trans, diag,
                                     cblk, A, C, lowrank );
        }
        else {
            if ( cblk->cblktype & CBLK_LAYOUT_2D ) {
                ktype = PastixKernelTRSMCblk2d;
                time  = kernel_trace_start( ktype );
 
                core_strsmsp_2d( side, uplo, trans, diag,
                                 cblk, A, C );
            }
            else {
                ktype = PastixKernelTRSMCblk1d;
                time  = kernel_trace_start( ktype );
 
                core_strsmsp_1d( side, uplo, trans, diag,
                                 cblk, A, C );
            }
            flops = FLOPS_STRSM( PastixRight, m, n );
        }
 
        kernel_trace_stop( cblk->fblokptr->inlast, ktype, m, n, 0, flops, time );
    }
}
 
/**
 *******************************************************************************
 *
 * @ingroup kernel_fact_null
 *
 * @brief Compute the updates associated to one off-diagonal block between two
 * cblk stored in 2D.
 *
 *******************************************************************************
 *
 * @param[in] side
 *          Specify whether the A matrix appears on the left or right in the
 *          equation. It has to be either PastixLeft or PastixRight.
 *
 * @param[in] uplo
 *          Specify whether the A matrix is upper or lower triangular. It has to
 *          be either PastixUpper or PastixLower.
 *
 * @param[in] trans
 *          Specify the transposition used for the A matrix. It has to be either
 *          PastixTrans or PastixTrans.
 *
 * @param[in] diag
 *          Specify if the A matrix is unit triangular. It has to be either
 *          PastixUnit or PastixNonUnit.
 *
 * @param[in] cblk
 *          The cblk structure to which block belongs to. The A and C pointers
 *          must be the coeftab of this column block.
 *          Next column blok must be accessible through cblk[1].
 *
 * @param[in] blok_m
 *          Index of the first off-diagonal block in cblk that is solved. The
 *          TRSM is also applied to all the folowing blocks which are facing the
 *          same diagonal block
 *
 * @param[in] A
 *          The pointer to the coeftab of the cblk.lcoeftab matrix storing the
 *          coefficients of the panel when the Lower part is computed,
 *          cblk.ucoeftab otherwise. Must be of size cblk.stride -by- cblk.width
 *
 * @param[inout] C
 *          The pointer to the fcblk.lcoeftab if the lower part is computed,
 *          fcblk.ucoeftab otherwise.
 *
 *******************************************************************************
 *
 * @retval TODO
 *
 *******************************************************************************/
static inline pastix_fixdbl_t
core_strsmsp_2dsub( pastix_side_t             side,
                    pastix_uplo_t             uplo,
                    pastix_trans_t            trans,
                    pastix_diag_t             diag,
                    const SolverCblk         *cblk,
                    pastix_int_t              blok_m,
                    const float *A,
                    float       *C )
{
    const SolverBlok *fblok, *lblok, *blok;
    pastix_int_t M, N, lda, ldc, offset, cblk_m, full_m;
    float *Cptr;
    pastix_fixdbl_t flops = 0.0;
    pastix_fixdbl_t time = kernel_trace_start( PastixKernelTRSMBlok2d );
 
    N     = cblk->lcolnum - cblk->fcolnum + 1;
    fblok = cblk[0].fblokptr;  /* The diagonal block */
    lblok = cblk[1].fblokptr;  /* The diagonal block of the next cblk */
    lda   = blok_rownbr( fblok );
 
    assert( blok_rownbr(fblok) == N );
    assert( cblk->cblktype & CBLK_LAYOUT_2D );
 
    blok   = fblok + blok_m;
    offset = blok->coefind;
    cblk_m = blok->fcblknm;
    full_m = 0;
 
    for (; (blok < lblok) && (blok->fcblknm == cblk_m); blok++) {
 
        Cptr = C + blok->coefind - offset;
        M   = blok_rownbr(blok);
        ldc = M;
 
        cblas_strsm( CblasColMajor,
                     (CBLAS_SIDE)side, (CBLAS_UPLO)uplo, (CBLAS_TRANSPOSE)trans, (CBLAS_DIAG)diag,
                     M, N,
                     (sone), A, lda,
                                        Cptr, ldc );
 
        flops += FLOPS_STRSM( side, M, N );
        full_m += M;
    }
 
    kernel_trace_stop( cblk->fblokptr->inlast, PastixKernelTRSMBlok2d,
                       full_m, N, 0, flops, time );
    return flops;
}
 
/**
 *******************************************************************************
 *
 * @ingroup kernel_fact_null
 *
 * @brief Compute the updates associated to one off-diagonal block between two
 * cblk stored in low-rank format.
 *
 *******************************************************************************
 *
 * @param[in] side
 *          Specify whether the off-diagonal blocks appear on the left or right in the
 *          equation. It has to be either PastixLeft or PastixRight.
 *
 * @param[in] uplo
 *          Specify whether the off-diagonal blocks are upper or lower
 *          triangular. It has to be either PastixUpper or PastixLower.
 *
 * @param[in] trans
 *          Specify the transposition used for the off-diagonal blocks. It has
 *          to be either PastixTrans or PastixTrans.
 *
 * @param[in] diag
 *          Specify if the off-diagonal blocks are unit triangular. It has to be
 *          either PastixUnit or PastixNonUnit.
 *
 * @param[in] cblk
 *          The cblk structure to which block belongs to. The A and C pointers
 *          must be the coeftab of this column block.
 *          Next column blok must be accessible through cblk[1].
 *
 * @param[in] blok_m
 *          Index of the first off-diagonal block in cblk that is solved. The
 *          TRSM is also applied to all the folowing blocks which are facing the
 *          same diagonal block
 *
 * @param[in] lrA
 *          Pointer to the low-rank representation of the block A.
 *          Must be followed by the low-rank representation of the following blocks.
 *
 * @param[inout] lrC
 *          Pointer to the low-rank representation of the block C.
 *          Must be followed by the low-rank representation of the following blocks.
 *
 * @param[in] lowrank
 *          The structure with low-rank parameters.
 *
 *******************************************************************************
 *
 * @retval TODO
 *
 *******************************************************************************/
static inline pastix_fixdbl_t
core_strsmsp_lrsub( pastix_side_t           side,
                    pastix_uplo_t           uplo,
                    pastix_trans_t          trans,
                    pastix_diag_t           diag,
                    const SolverCblk       *cblk,
                    pastix_int_t            blok_m,
                    const pastix_lrblock_t *lrA,
                    pastix_lrblock_t       *lrC,
                    const pastix_lr_t      *lowrank )
{
    SolverBlok *fblok, *lblok, *blok;
    pastix_int_t M, N, lda, cblk_m, full_m, full_n;
    float *A;
    pastix_fixdbl_t flops = 0.0;
    pastix_fixdbl_t time = kernel_trace_start( PastixKernelTRSMBlokLR );
 
    N     = cblk->lcolnum - cblk->fcolnum + 1;
    fblok = cblk[0].fblokptr;  /* The diagonal block */
    lblok = cblk[1].fblokptr;  /* The diagonal block of the next cblk */
 
    A     = lrA->u;
    lda   = lrA->rkmax;
 
    assert( cblk->cblktype & CBLK_COMPRESSED );
    assert( cblk->cblktype & CBLK_LAYOUT_2D  );
 
    assert( blok_rownbr(fblok) == N );
    assert( lrA->rk == -1 );
 
    blok   = fblok + blok_m;
    cblk_m = blok->fcblknm;
    full_m = 0;
    full_n = 0;
 
    for (; (blok < lblok) && (blok->fcblknm == cblk_m); blok++, lrC++) {
 
        M = blok_rownbr(blok);
 
        if ( ( N >= lowrank->compress_min_width ) &&
             ( M >= lowrank->compress_min_height ) )
        {
            int is_preselected = ( blok->iluklvl <= lowrank->ilu_lvl );
 
            /*
             * Try to compress the block: 2 cases
             *      - Non preselected blocks are always compressed
             *      - Preselected blocks are compressed if compress_preselect
             */
            if ( lowrank->compress_preselect || (!is_preselected) )
            {
                flops = cpublok_scompress( lowrank, M, N, lrC );
            }
        }
 
        if ( lrC->rk != 0 ) {
            if ( lrC->rk != -1 ) {
                cblas_strsm(CblasColMajor,
                            (CBLAS_SIDE)side, (CBLAS_UPLO)uplo, (CBLAS_TRANSPOSE)trans, (CBLAS_DIAG)diag,
                            lrC->rk, N,
                            (sone), A, lda,
                            lrC->v, lrC->rkmax);
 
                flops += FLOPS_STRSM( side, lrC->rk, N );
                full_n += lrC->rk;
            }
            else {
                cblas_strsm(CblasColMajor,
                            (CBLAS_SIDE)side, (CBLAS_UPLO)uplo, (CBLAS_TRANSPOSE)trans, (CBLAS_DIAG)diag,
                            M, N,
                            (sone), A, lda,
                            lrC->u, lrC->rkmax);
 
                flops += FLOPS_STRSM( side, M, N );
                full_n += M;
            }
        }
        full_m += M;
    }
 
    kernel_trace_stop( cblk->fblokptr->inlast, PastixKernelTRSMBlokLR,
                       full_m, N, full_n, flops, time );
    return flops;
}
 
/**
 *******************************************************************************
 *
 * @brief Compute the updates associated to one off-diagonal block.
 *
 *******************************************************************************
 *
 * @param[in] side
 *          Specify whether the A matrix appears on the left or right in the
 *          equation. It has to be either PastixLeft or PastixRight.
 *
 * @param[in] uplo
 *          Specify whether the A matrix is upper or lower triangular. It has to
 *          be either PastixUpper or PastixLower.
 *
 * @param[in] trans
 *          Specify the transposition used for the A matrix. It has to be either
 *          PastixTrans or PastixTrans.
 *
 * @param[in] diag
 *          Specify if the A matrix is unit triangular. It has to be either
 *          PastixUnit or PastixNonUnit.
 *
 * @param[in] cblk
 *          The cblk structure to which block belongs to. The A and B pointers
 *          must be the coeftab of this column block.
 *          Next column blok must be accessible through cblk[1].
 *
 * @param[in] blok_m
 *          Index of the first off-diagonal block in cblk that is solved. The
 *          TRSM is also applied to all the folowing blocks which are facing the
 *          same diagonal block
 *
 * @param[in] A
 *          The pointer to the correct representation of A.
 *          - coeftab if the block is in full rank. Must be of size cblk.stride -by- cblk.width.
 *          - pastix_lr_block if the block is compressed.
 *
 * @param[inout] C
 *          The pointer to the correct representation of C.
 *          - coeftab if the block is in full rank. Must be of size cblk.stride -by- cblk.width.
 *          - pastix_lr_block if the block is compressed.
 *
 * @param[in] lowrank
 *          The structure with low-rank parameters.
 *
 *******************************************************************************
 *
 * @retval TODO
 *
 *******************************************************************************/
pastix_fixdbl_t
cpublok_strsmsp( pastix_side_t      side,
                 pastix_uplo_t      uplo,
                 pastix_trans_t     trans,
                 pastix_diag_t      diag,
                 const SolverCblk  *cblk,
                 pastix_int_t       blok_m,
                 const void        *A,
                 void              *C,
                 const pastix_lr_t *lowrank )
{
    if ( cblk->cblktype & CBLK_COMPRESSED ) {
        return core_strsmsp_lrsub( side, uplo, trans, diag,
                                   cblk, blok_m, A, C, lowrank );
    }
    else {
        return core_strsmsp_2dsub( side, uplo, trans, diag,
                                   cblk, blok_m, A, C );
    }
}