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/* Implementation of the MATMUL intrinsic
/* Implementation of the MATMUL intrinsic
   Copyright 2002, 2005, 2006, 2007, 2009 Free Software Foundation, Inc.
   Copyright 2002, 2005, 2006, 2007, 2009 Free Software Foundation, Inc.
   Contributed by Paul Brook <paul@nowt.org>
   Contributed by Paul Brook <paul@nowt.org>
 
 
This file is part of the GNU Fortran 95 runtime library (libgfortran).
This file is part of the GNU Fortran 95 runtime library (libgfortran).
 
 
Libgfortran is free software; you can redistribute it and/or
Libgfortran is free software; you can redistribute it and/or
modify it under the terms of the GNU General Public
modify it under the terms of the GNU General Public
License as published by the Free Software Foundation; either
License as published by the Free Software Foundation; either
version 3 of the License, or (at your option) any later version.
version 3 of the License, or (at your option) any later version.
 
 
Libgfortran is distributed in the hope that it will be useful,
Libgfortran is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
GNU General Public License for more details.
GNU General Public License for more details.
 
 
Under Section 7 of GPL version 3, you are granted additional
Under Section 7 of GPL version 3, you are granted additional
permissions described in the GCC Runtime Library Exception, version
permissions described in the GCC Runtime Library Exception, version
3.1, as published by the Free Software Foundation.
3.1, as published by the Free Software Foundation.
 
 
You should have received a copy of the GNU General Public License and
You should have received a copy of the GNU General Public License and
a copy of the GCC Runtime Library Exception along with this program;
a copy of the GCC Runtime Library Exception along with this program;
see the files COPYING3 and COPYING.RUNTIME respectively.  If not, see
see the files COPYING3 and COPYING.RUNTIME respectively.  If not, see
<http://www.gnu.org/licenses/>.  */
<http://www.gnu.org/licenses/>.  */
 
 
#include "libgfortran.h"
#include "libgfortran.h"
#include <stdlib.h>
#include <stdlib.h>
#include <string.h>
#include <string.h>
#include <assert.h>
#include <assert.h>
 
 
 
 
#if defined (HAVE_GFC_COMPLEX_8)
#if defined (HAVE_GFC_COMPLEX_8)
 
 
/* Prototype for the BLAS ?gemm subroutine, a pointer to which can be
/* Prototype for the BLAS ?gemm subroutine, a pointer to which can be
   passed to us by the front-end, in which case we'll call it for large
   passed to us by the front-end, in which case we'll call it for large
   matrices.  */
   matrices.  */
 
 
typedef void (*blas_call)(const char *, const char *, const int *, const int *,
typedef void (*blas_call)(const char *, const char *, const int *, const int *,
                          const int *, const GFC_COMPLEX_8 *, const GFC_COMPLEX_8 *,
                          const int *, const GFC_COMPLEX_8 *, const GFC_COMPLEX_8 *,
                          const int *, const GFC_COMPLEX_8 *, const int *,
                          const int *, const GFC_COMPLEX_8 *, const int *,
                          const GFC_COMPLEX_8 *, GFC_COMPLEX_8 *, const int *,
                          const GFC_COMPLEX_8 *, GFC_COMPLEX_8 *, const int *,
                          int, int);
                          int, int);
 
 
/* The order of loops is different in the case of plain matrix
/* The order of loops is different in the case of plain matrix
   multiplication C=MATMUL(A,B), and in the frequent special case where
   multiplication C=MATMUL(A,B), and in the frequent special case where
   the argument A is the temporary result of a TRANSPOSE intrinsic:
   the argument A is the temporary result of a TRANSPOSE intrinsic:
   C=MATMUL(TRANSPOSE(A),B).  Transposed temporaries are detected by
   C=MATMUL(TRANSPOSE(A),B).  Transposed temporaries are detected by
   looking at their strides.
   looking at their strides.
 
 
   The equivalent Fortran pseudo-code is:
   The equivalent Fortran pseudo-code is:
 
 
   DIMENSION A(M,COUNT), B(COUNT,N), C(M,N)
   DIMENSION A(M,COUNT), B(COUNT,N), C(M,N)
   IF (.NOT.IS_TRANSPOSED(A)) THEN
   IF (.NOT.IS_TRANSPOSED(A)) THEN
     C = 0
     C = 0
     DO J=1,N
     DO J=1,N
       DO K=1,COUNT
       DO K=1,COUNT
         DO I=1,M
         DO I=1,M
           C(I,J) = C(I,J)+A(I,K)*B(K,J)
           C(I,J) = C(I,J)+A(I,K)*B(K,J)
   ELSE
   ELSE
     DO J=1,N
     DO J=1,N
       DO I=1,M
       DO I=1,M
         S = 0
         S = 0
         DO K=1,COUNT
         DO K=1,COUNT
           S = S+A(I,K)*B(K,J)
           S = S+A(I,K)*B(K,J)
         C(I,J) = S
         C(I,J) = S
   ENDIF
   ENDIF
*/
*/
 
 
/* If try_blas is set to a nonzero value, then the matmul function will
/* If try_blas is set to a nonzero value, then the matmul function will
   see if there is a way to perform the matrix multiplication by a call
   see if there is a way to perform the matrix multiplication by a call
   to the BLAS gemm function.  */
   to the BLAS gemm function.  */
 
 
extern void matmul_c8 (gfc_array_c8 * const restrict retarray,
extern void matmul_c8 (gfc_array_c8 * const restrict retarray,
        gfc_array_c8 * const restrict a, gfc_array_c8 * const restrict b, int try_blas,
        gfc_array_c8 * const restrict a, gfc_array_c8 * const restrict b, int try_blas,
        int blas_limit, blas_call gemm);
        int blas_limit, blas_call gemm);
export_proto(matmul_c8);
export_proto(matmul_c8);
 
 
void
void
matmul_c8 (gfc_array_c8 * const restrict retarray,
matmul_c8 (gfc_array_c8 * const restrict retarray,
        gfc_array_c8 * const restrict a, gfc_array_c8 * const restrict b, int try_blas,
        gfc_array_c8 * const restrict a, gfc_array_c8 * const restrict b, int try_blas,
        int blas_limit, blas_call gemm)
        int blas_limit, blas_call gemm)
{
{
  const GFC_COMPLEX_8 * restrict abase;
  const GFC_COMPLEX_8 * restrict abase;
  const GFC_COMPLEX_8 * restrict bbase;
  const GFC_COMPLEX_8 * restrict bbase;
  GFC_COMPLEX_8 * restrict dest;
  GFC_COMPLEX_8 * restrict dest;
 
 
  index_type rxstride, rystride, axstride, aystride, bxstride, bystride;
  index_type rxstride, rystride, axstride, aystride, bxstride, bystride;
  index_type x, y, n, count, xcount, ycount;
  index_type x, y, n, count, xcount, ycount;
 
 
  assert (GFC_DESCRIPTOR_RANK (a) == 2
  assert (GFC_DESCRIPTOR_RANK (a) == 2
          || GFC_DESCRIPTOR_RANK (b) == 2);
          || GFC_DESCRIPTOR_RANK (b) == 2);
 
 
/* C[xcount,ycount] = A[xcount, count] * B[count,ycount]
/* C[xcount,ycount] = A[xcount, count] * B[count,ycount]
 
 
   Either A or B (but not both) can be rank 1:
   Either A or B (but not both) can be rank 1:
 
 
   o One-dimensional argument A is implicitly treated as a row matrix
   o One-dimensional argument A is implicitly treated as a row matrix
     dimensioned [1,count], so xcount=1.
     dimensioned [1,count], so xcount=1.
 
 
   o One-dimensional argument B is implicitly treated as a column matrix
   o One-dimensional argument B is implicitly treated as a column matrix
     dimensioned [count, 1], so ycount=1.
     dimensioned [count, 1], so ycount=1.
  */
  */
 
 
  if (retarray->data == NULL)
  if (retarray->data == NULL)
    {
    {
      if (GFC_DESCRIPTOR_RANK (a) == 1)
      if (GFC_DESCRIPTOR_RANK (a) == 1)
        {
        {
          GFC_DIMENSION_SET(retarray->dim[0], 0,
          GFC_DIMENSION_SET(retarray->dim[0], 0,
                            GFC_DESCRIPTOR_EXTENT(b,1) - 1, 1);
                            GFC_DESCRIPTOR_EXTENT(b,1) - 1, 1);
        }
        }
      else if (GFC_DESCRIPTOR_RANK (b) == 1)
      else if (GFC_DESCRIPTOR_RANK (b) == 1)
        {
        {
          GFC_DIMENSION_SET(retarray->dim[0], 0,
          GFC_DIMENSION_SET(retarray->dim[0], 0,
                            GFC_DESCRIPTOR_EXTENT(a,0) - 1, 1);
                            GFC_DESCRIPTOR_EXTENT(a,0) - 1, 1);
        }
        }
      else
      else
        {
        {
          GFC_DIMENSION_SET(retarray->dim[0], 0,
          GFC_DIMENSION_SET(retarray->dim[0], 0,
                            GFC_DESCRIPTOR_EXTENT(a,0) - 1, 1);
                            GFC_DESCRIPTOR_EXTENT(a,0) - 1, 1);
 
 
          GFC_DIMENSION_SET(retarray->dim[1], 0,
          GFC_DIMENSION_SET(retarray->dim[1], 0,
                            GFC_DESCRIPTOR_EXTENT(b,1) - 1,
                            GFC_DESCRIPTOR_EXTENT(b,1) - 1,
                            GFC_DESCRIPTOR_EXTENT(retarray,0));
                            GFC_DESCRIPTOR_EXTENT(retarray,0));
        }
        }
 
 
      retarray->data
      retarray->data
        = internal_malloc_size (sizeof (GFC_COMPLEX_8) * size0 ((array_t *) retarray));
        = internal_malloc_size (sizeof (GFC_COMPLEX_8) * size0 ((array_t *) retarray));
      retarray->offset = 0;
      retarray->offset = 0;
    }
    }
    else if (unlikely (compile_options.bounds_check))
    else if (unlikely (compile_options.bounds_check))
      {
      {
        index_type ret_extent, arg_extent;
        index_type ret_extent, arg_extent;
 
 
        if (GFC_DESCRIPTOR_RANK (a) == 1)
        if (GFC_DESCRIPTOR_RANK (a) == 1)
          {
          {
            arg_extent = GFC_DESCRIPTOR_EXTENT(b,1);
            arg_extent = GFC_DESCRIPTOR_EXTENT(b,1);
            ret_extent = GFC_DESCRIPTOR_EXTENT(retarray,0);
            ret_extent = GFC_DESCRIPTOR_EXTENT(retarray,0);
            if (arg_extent != ret_extent)
            if (arg_extent != ret_extent)
              runtime_error ("Incorrect extent in return array in"
              runtime_error ("Incorrect extent in return array in"
                             " MATMUL intrinsic: is %ld, should be %ld",
                             " MATMUL intrinsic: is %ld, should be %ld",
                             (long int) ret_extent, (long int) arg_extent);
                             (long int) ret_extent, (long int) arg_extent);
          }
          }
        else if (GFC_DESCRIPTOR_RANK (b) == 1)
        else if (GFC_DESCRIPTOR_RANK (b) == 1)
          {
          {
            arg_extent = GFC_DESCRIPTOR_EXTENT(a,0);
            arg_extent = GFC_DESCRIPTOR_EXTENT(a,0);
            ret_extent = GFC_DESCRIPTOR_EXTENT(retarray,0);
            ret_extent = GFC_DESCRIPTOR_EXTENT(retarray,0);
            if (arg_extent != ret_extent)
            if (arg_extent != ret_extent)
              runtime_error ("Incorrect extent in return array in"
              runtime_error ("Incorrect extent in return array in"
                             " MATMUL intrinsic: is %ld, should be %ld",
                             " MATMUL intrinsic: is %ld, should be %ld",
                             (long int) ret_extent, (long int) arg_extent);
                             (long int) ret_extent, (long int) arg_extent);
          }
          }
        else
        else
          {
          {
            arg_extent = GFC_DESCRIPTOR_EXTENT(a,0);
            arg_extent = GFC_DESCRIPTOR_EXTENT(a,0);
            ret_extent = GFC_DESCRIPTOR_EXTENT(retarray,0);
            ret_extent = GFC_DESCRIPTOR_EXTENT(retarray,0);
            if (arg_extent != ret_extent)
            if (arg_extent != ret_extent)
              runtime_error ("Incorrect extent in return array in"
              runtime_error ("Incorrect extent in return array in"
                             " MATMUL intrinsic for dimension 1:"
                             " MATMUL intrinsic for dimension 1:"
                             " is %ld, should be %ld",
                             " is %ld, should be %ld",
                             (long int) ret_extent, (long int) arg_extent);
                             (long int) ret_extent, (long int) arg_extent);
 
 
            arg_extent = GFC_DESCRIPTOR_EXTENT(b,1);
            arg_extent = GFC_DESCRIPTOR_EXTENT(b,1);
            ret_extent = GFC_DESCRIPTOR_EXTENT(retarray,1);
            ret_extent = GFC_DESCRIPTOR_EXTENT(retarray,1);
            if (arg_extent != ret_extent)
            if (arg_extent != ret_extent)
              runtime_error ("Incorrect extent in return array in"
              runtime_error ("Incorrect extent in return array in"
                             " MATMUL intrinsic for dimension 2:"
                             " MATMUL intrinsic for dimension 2:"
                             " is %ld, should be %ld",
                             " is %ld, should be %ld",
                             (long int) ret_extent, (long int) arg_extent);
                             (long int) ret_extent, (long int) arg_extent);
          }
          }
      }
      }
 
 
 
 
  if (GFC_DESCRIPTOR_RANK (retarray) == 1)
  if (GFC_DESCRIPTOR_RANK (retarray) == 1)
    {
    {
      /* One-dimensional result may be addressed in the code below
      /* One-dimensional result may be addressed in the code below
         either as a row or a column matrix. We want both cases to
         either as a row or a column matrix. We want both cases to
         work. */
         work. */
      rxstride = rystride = GFC_DESCRIPTOR_STRIDE(retarray,0);
      rxstride = rystride = GFC_DESCRIPTOR_STRIDE(retarray,0);
    }
    }
  else
  else
    {
    {
      rxstride = GFC_DESCRIPTOR_STRIDE(retarray,0);
      rxstride = GFC_DESCRIPTOR_STRIDE(retarray,0);
      rystride = GFC_DESCRIPTOR_STRIDE(retarray,1);
      rystride = GFC_DESCRIPTOR_STRIDE(retarray,1);
    }
    }
 
 
 
 
  if (GFC_DESCRIPTOR_RANK (a) == 1)
  if (GFC_DESCRIPTOR_RANK (a) == 1)
    {
    {
      /* Treat it as a a row matrix A[1,count]. */
      /* Treat it as a a row matrix A[1,count]. */
      axstride = GFC_DESCRIPTOR_STRIDE(a,0);
      axstride = GFC_DESCRIPTOR_STRIDE(a,0);
      aystride = 1;
      aystride = 1;
 
 
      xcount = 1;
      xcount = 1;
      count = GFC_DESCRIPTOR_EXTENT(a,0);
      count = GFC_DESCRIPTOR_EXTENT(a,0);
    }
    }
  else
  else
    {
    {
      axstride = GFC_DESCRIPTOR_STRIDE(a,0);
      axstride = GFC_DESCRIPTOR_STRIDE(a,0);
      aystride = GFC_DESCRIPTOR_STRIDE(a,1);
      aystride = GFC_DESCRIPTOR_STRIDE(a,1);
 
 
      count = GFC_DESCRIPTOR_EXTENT(a,1);
      count = GFC_DESCRIPTOR_EXTENT(a,1);
      xcount = GFC_DESCRIPTOR_EXTENT(a,0);
      xcount = GFC_DESCRIPTOR_EXTENT(a,0);
    }
    }
 
 
  if (count != GFC_DESCRIPTOR_EXTENT(b,0))
  if (count != GFC_DESCRIPTOR_EXTENT(b,0))
    {
    {
      if (count > 0 || GFC_DESCRIPTOR_EXTENT(b,0) > 0)
      if (count > 0 || GFC_DESCRIPTOR_EXTENT(b,0) > 0)
        runtime_error ("dimension of array B incorrect in MATMUL intrinsic");
        runtime_error ("dimension of array B incorrect in MATMUL intrinsic");
    }
    }
 
 
  if (GFC_DESCRIPTOR_RANK (b) == 1)
  if (GFC_DESCRIPTOR_RANK (b) == 1)
    {
    {
      /* Treat it as a column matrix B[count,1] */
      /* Treat it as a column matrix B[count,1] */
      bxstride = GFC_DESCRIPTOR_STRIDE(b,0);
      bxstride = GFC_DESCRIPTOR_STRIDE(b,0);
 
 
      /* bystride should never be used for 1-dimensional b.
      /* bystride should never be used for 1-dimensional b.
         in case it is we want it to cause a segfault, rather than
         in case it is we want it to cause a segfault, rather than
         an incorrect result. */
         an incorrect result. */
      bystride = 0xDEADBEEF;
      bystride = 0xDEADBEEF;
      ycount = 1;
      ycount = 1;
    }
    }
  else
  else
    {
    {
      bxstride = GFC_DESCRIPTOR_STRIDE(b,0);
      bxstride = GFC_DESCRIPTOR_STRIDE(b,0);
      bystride = GFC_DESCRIPTOR_STRIDE(b,1);
      bystride = GFC_DESCRIPTOR_STRIDE(b,1);
      ycount = GFC_DESCRIPTOR_EXTENT(b,1);
      ycount = GFC_DESCRIPTOR_EXTENT(b,1);
    }
    }
 
 
  abase = a->data;
  abase = a->data;
  bbase = b->data;
  bbase = b->data;
  dest = retarray->data;
  dest = retarray->data;
 
 
 
 
  /* Now that everything is set up, we're performing the multiplication
  /* Now that everything is set up, we're performing the multiplication
     itself.  */
     itself.  */
 
 
#define POW3(x) (((float) (x)) * ((float) (x)) * ((float) (x)))
#define POW3(x) (((float) (x)) * ((float) (x)) * ((float) (x)))
 
 
  if (try_blas && rxstride == 1 && (axstride == 1 || aystride == 1)
  if (try_blas && rxstride == 1 && (axstride == 1 || aystride == 1)
      && (bxstride == 1 || bystride == 1)
      && (bxstride == 1 || bystride == 1)
      && (((float) xcount) * ((float) ycount) * ((float) count)
      && (((float) xcount) * ((float) ycount) * ((float) count)
          > POW3(blas_limit)))
          > POW3(blas_limit)))
  {
  {
    const int m = xcount, n = ycount, k = count, ldc = rystride;
    const int m = xcount, n = ycount, k = count, ldc = rystride;
    const GFC_COMPLEX_8 one = 1, zero = 0;
    const GFC_COMPLEX_8 one = 1, zero = 0;
    const int lda = (axstride == 1) ? aystride : axstride,
    const int lda = (axstride == 1) ? aystride : axstride,
              ldb = (bxstride == 1) ? bystride : bxstride;
              ldb = (bxstride == 1) ? bystride : bxstride;
 
 
    if (lda > 0 && ldb > 0 && ldc > 0 && m > 1 && n > 1 && k > 1)
    if (lda > 0 && ldb > 0 && ldc > 0 && m > 1 && n > 1 && k > 1)
      {
      {
        assert (gemm != NULL);
        assert (gemm != NULL);
        gemm (axstride == 1 ? "N" : "T", bxstride == 1 ? "N" : "T", &m, &n, &k,
        gemm (axstride == 1 ? "N" : "T", bxstride == 1 ? "N" : "T", &m, &n, &k,
              &one, abase, &lda, bbase, &ldb, &zero, dest, &ldc, 1, 1);
              &one, abase, &lda, bbase, &ldb, &zero, dest, &ldc, 1, 1);
        return;
        return;
      }
      }
  }
  }
 
 
  if (rxstride == 1 && axstride == 1 && bxstride == 1)
  if (rxstride == 1 && axstride == 1 && bxstride == 1)
    {
    {
      const GFC_COMPLEX_8 * restrict bbase_y;
      const GFC_COMPLEX_8 * restrict bbase_y;
      GFC_COMPLEX_8 * restrict dest_y;
      GFC_COMPLEX_8 * restrict dest_y;
      const GFC_COMPLEX_8 * restrict abase_n;
      const GFC_COMPLEX_8 * restrict abase_n;
      GFC_COMPLEX_8 bbase_yn;
      GFC_COMPLEX_8 bbase_yn;
 
 
      if (rystride == xcount)
      if (rystride == xcount)
        memset (dest, 0, (sizeof (GFC_COMPLEX_8) * xcount * ycount));
        memset (dest, 0, (sizeof (GFC_COMPLEX_8) * xcount * ycount));
      else
      else
        {
        {
          for (y = 0; y < ycount; y++)
          for (y = 0; y < ycount; y++)
            for (x = 0; x < xcount; x++)
            for (x = 0; x < xcount; x++)
              dest[x + y*rystride] = (GFC_COMPLEX_8)0;
              dest[x + y*rystride] = (GFC_COMPLEX_8)0;
        }
        }
 
 
      for (y = 0; y < ycount; y++)
      for (y = 0; y < ycount; y++)
        {
        {
          bbase_y = bbase + y*bystride;
          bbase_y = bbase + y*bystride;
          dest_y = dest + y*rystride;
          dest_y = dest + y*rystride;
          for (n = 0; n < count; n++)
          for (n = 0; n < count; n++)
            {
            {
              abase_n = abase + n*aystride;
              abase_n = abase + n*aystride;
              bbase_yn = bbase_y[n];
              bbase_yn = bbase_y[n];
              for (x = 0; x < xcount; x++)
              for (x = 0; x < xcount; x++)
                {
                {
                  dest_y[x] += abase_n[x] * bbase_yn;
                  dest_y[x] += abase_n[x] * bbase_yn;
                }
                }
            }
            }
        }
        }
    }
    }
  else if (rxstride == 1 && aystride == 1 && bxstride == 1)
  else if (rxstride == 1 && aystride == 1 && bxstride == 1)
    {
    {
      if (GFC_DESCRIPTOR_RANK (a) != 1)
      if (GFC_DESCRIPTOR_RANK (a) != 1)
        {
        {
          const GFC_COMPLEX_8 *restrict abase_x;
          const GFC_COMPLEX_8 *restrict abase_x;
          const GFC_COMPLEX_8 *restrict bbase_y;
          const GFC_COMPLEX_8 *restrict bbase_y;
          GFC_COMPLEX_8 *restrict dest_y;
          GFC_COMPLEX_8 *restrict dest_y;
          GFC_COMPLEX_8 s;
          GFC_COMPLEX_8 s;
 
 
          for (y = 0; y < ycount; y++)
          for (y = 0; y < ycount; y++)
            {
            {
              bbase_y = &bbase[y*bystride];
              bbase_y = &bbase[y*bystride];
              dest_y = &dest[y*rystride];
              dest_y = &dest[y*rystride];
              for (x = 0; x < xcount; x++)
              for (x = 0; x < xcount; x++)
                {
                {
                  abase_x = &abase[x*axstride];
                  abase_x = &abase[x*axstride];
                  s = (GFC_COMPLEX_8) 0;
                  s = (GFC_COMPLEX_8) 0;
                  for (n = 0; n < count; n++)
                  for (n = 0; n < count; n++)
                    s += abase_x[n] * bbase_y[n];
                    s += abase_x[n] * bbase_y[n];
                  dest_y[x] = s;
                  dest_y[x] = s;
                }
                }
            }
            }
        }
        }
      else
      else
        {
        {
          const GFC_COMPLEX_8 *restrict bbase_y;
          const GFC_COMPLEX_8 *restrict bbase_y;
          GFC_COMPLEX_8 s;
          GFC_COMPLEX_8 s;
 
 
          for (y = 0; y < ycount; y++)
          for (y = 0; y < ycount; y++)
            {
            {
              bbase_y = &bbase[y*bystride];
              bbase_y = &bbase[y*bystride];
              s = (GFC_COMPLEX_8) 0;
              s = (GFC_COMPLEX_8) 0;
              for (n = 0; n < count; n++)
              for (n = 0; n < count; n++)
                s += abase[n*axstride] * bbase_y[n];
                s += abase[n*axstride] * bbase_y[n];
              dest[y*rystride] = s;
              dest[y*rystride] = s;
            }
            }
        }
        }
    }
    }
  else if (axstride < aystride)
  else if (axstride < aystride)
    {
    {
      for (y = 0; y < ycount; y++)
      for (y = 0; y < ycount; y++)
        for (x = 0; x < xcount; x++)
        for (x = 0; x < xcount; x++)
          dest[x*rxstride + y*rystride] = (GFC_COMPLEX_8)0;
          dest[x*rxstride + y*rystride] = (GFC_COMPLEX_8)0;
 
 
      for (y = 0; y < ycount; y++)
      for (y = 0; y < ycount; y++)
        for (n = 0; n < count; n++)
        for (n = 0; n < count; n++)
          for (x = 0; x < xcount; x++)
          for (x = 0; x < xcount; x++)
            /* dest[x,y] += a[x,n] * b[n,y] */
            /* dest[x,y] += a[x,n] * b[n,y] */
            dest[x*rxstride + y*rystride] += abase[x*axstride + n*aystride] * bbase[n*bxstride + y*bystride];
            dest[x*rxstride + y*rystride] += abase[x*axstride + n*aystride] * bbase[n*bxstride + y*bystride];
    }
    }
  else if (GFC_DESCRIPTOR_RANK (a) == 1)
  else if (GFC_DESCRIPTOR_RANK (a) == 1)
    {
    {
      const GFC_COMPLEX_8 *restrict bbase_y;
      const GFC_COMPLEX_8 *restrict bbase_y;
      GFC_COMPLEX_8 s;
      GFC_COMPLEX_8 s;
 
 
      for (y = 0; y < ycount; y++)
      for (y = 0; y < ycount; y++)
        {
        {
          bbase_y = &bbase[y*bystride];
          bbase_y = &bbase[y*bystride];
          s = (GFC_COMPLEX_8) 0;
          s = (GFC_COMPLEX_8) 0;
          for (n = 0; n < count; n++)
          for (n = 0; n < count; n++)
            s += abase[n*axstride] * bbase_y[n*bxstride];
            s += abase[n*axstride] * bbase_y[n*bxstride];
          dest[y*rxstride] = s;
          dest[y*rxstride] = s;
        }
        }
    }
    }
  else
  else
    {
    {
      const GFC_COMPLEX_8 *restrict abase_x;
      const GFC_COMPLEX_8 *restrict abase_x;
      const GFC_COMPLEX_8 *restrict bbase_y;
      const GFC_COMPLEX_8 *restrict bbase_y;
      GFC_COMPLEX_8 *restrict dest_y;
      GFC_COMPLEX_8 *restrict dest_y;
      GFC_COMPLEX_8 s;
      GFC_COMPLEX_8 s;
 
 
      for (y = 0; y < ycount; y++)
      for (y = 0; y < ycount; y++)
        {
        {
          bbase_y = &bbase[y*bystride];
          bbase_y = &bbase[y*bystride];
          dest_y = &dest[y*rystride];
          dest_y = &dest[y*rystride];
          for (x = 0; x < xcount; x++)
          for (x = 0; x < xcount; x++)
            {
            {
              abase_x = &abase[x*axstride];
              abase_x = &abase[x*axstride];
              s = (GFC_COMPLEX_8) 0;
              s = (GFC_COMPLEX_8) 0;
              for (n = 0; n < count; n++)
              for (n = 0; n < count; n++)
                s += abase_x[n*aystride] * bbase_y[n*bxstride];
                s += abase_x[n*aystride] * bbase_y[n*bxstride];
              dest_y[x*rxstride] = s;
              dest_y[x*rxstride] = s;
            }
            }
        }
        }
    }
    }
}
}
 
 
#endif
#endif
 
 

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