subview_cube_meat.hpp

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// Copyright (C) 2008-2011 NICTA (www.nicta.com.au)
// Copyright (C) 2008-2011 Conrad Sanderson
// 
// This file is part of the Armadillo C++ library.
// It is provided without any warranty of fitness
// for any purpose. You can redistribute this file
// and/or modify it under the terms of the GNU
// Lesser General Public License (LGPL) as published
// by the Free Software Foundation, either version 3
// of the License or (at your option) any later version.
// (see http://www.opensource.org/licenses for more info)




template<typename eT>
inline
subview_cube<eT>::~subview_cube()
  {
  arma_extra_debug_sigprint();
  }



template<typename eT>
arma_inline
subview_cube<eT>::subview_cube
  (
  const Cube<eT>& in_m,
  const uword       in_row1,
  const uword       in_col1,
  const uword       in_slice1,
  const uword       in_n_rows,
  const uword       in_n_cols,
  const uword       in_n_slices
  )
  : m           (in_m)
  , m_ptr       (0)
  , aux_row1    (in_row1)
  , aux_col1    (in_col1)
  , aux_slice1  (in_slice1)
  , n_rows      (in_n_rows)
  , n_cols      (in_n_cols)
  , n_elem_slice(in_n_rows * in_n_cols)
  , n_slices    (in_n_slices)
  , n_elem      (n_elem_slice * in_n_slices)
  {
  arma_extra_debug_sigprint();
  }



template<typename eT>
arma_inline
subview_cube<eT>::subview_cube
  (
        Cube<eT>& in_m,
  const uword       in_row1,
  const uword       in_col1,
  const uword       in_slice1,
  const uword       in_n_rows,
  const uword       in_n_cols,
  const uword       in_n_slices
  )
  : m           (in_m)
  , m_ptr       (&in_m)
  , aux_row1    (in_row1)
  , aux_col1    (in_col1)
  , aux_slice1  (in_slice1)
  , n_rows      (in_n_rows)
  , n_cols      (in_n_cols)
  , n_elem_slice(in_n_rows * in_n_cols)
  , n_slices    (in_n_slices)
  , n_elem      (n_elem_slice * in_n_slices)
  {
  arma_extra_debug_sigprint();
  }



template<typename eT>
inline
void
subview_cube<eT>::operator+= (const eT val)
  {
  arma_extra_debug_sigprint();
  
  const uword local_n_rows   = n_rows;
  const uword local_n_cols   = n_cols;
  const uword local_n_slices = n_slices;
  
  for(uword slice = 0; slice < local_n_slices; ++slice)
    {
    for(uword col = 0; col < local_n_cols; ++col)
      {
      arrayops::inplace_plus( slice_colptr(slice,col), val, local_n_rows );
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::operator-= (const eT val)
  {
  arma_extra_debug_sigprint();
  
  const uword local_n_rows   = n_rows;
  const uword local_n_cols   = n_cols;
  const uword local_n_slices = n_slices;
  
  for(uword slice = 0; slice < local_n_slices; ++slice)
    {
    for(uword col = 0; col < local_n_cols; ++col)
      {
      arrayops::inplace_minus( slice_colptr(slice,col), val, local_n_rows );
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::operator*= (const eT val)
  {
  arma_extra_debug_sigprint();
  
  const uword local_n_rows   = n_rows;
  const uword local_n_cols   = n_cols;
  const uword local_n_slices = n_slices;
  
  for(uword slice = 0; slice < local_n_slices; ++slice)
    {
    for(uword col = 0; col < local_n_cols; ++col)
      {
      arrayops::inplace_mul( slice_colptr(slice,col), val, local_n_rows );
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::operator/= (const eT val)
  {
  arma_extra_debug_sigprint();
  
  const uword local_n_rows   = n_rows;
  const uword local_n_cols   = n_cols;
  const uword local_n_slices = n_slices;
  
  for(uword slice = 0; slice < local_n_slices; ++slice)
    {
    for(uword col = 0; col < local_n_cols; ++col)
      {
      arrayops::inplace_div( slice_colptr(slice,col), val, local_n_rows );
      }
    }
  }



template<typename eT>
template<typename T1>
inline
void
subview_cube<eT>::operator= (const BaseCube<eT,T1>& in)
  {
  arma_extra_debug_sigprint();
  
  const unwrap_cube<T1> tmp(in.get_ref());
  
  const Cube<eT>&         x = tmp.M;
        subview_cube<eT>& t = *this;
  
  arma_debug_assert_same_size(t, x, "copy into subcube");
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  for(uword slice = 0; slice < t_n_slices; ++slice)
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::copy( t.slice_colptr(slice,col), x.slice_colptr(slice,col), t_n_rows );
      }
    }
  }



template<typename eT>
template<typename T1>
inline
void
subview_cube<eT>::operator+= (const BaseCube<eT,T1>& in)
  {
  arma_extra_debug_sigprint();
  
  const unwrap_cube<T1> tmp(in.get_ref());
  
  const Cube<eT>&         x = tmp.M;
        subview_cube<eT>& t = *this;
  
  arma_debug_assert_same_size(t, x, "addition");
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  for(uword slice = 0; slice < t_n_slices; ++slice)
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_plus( t.slice_colptr(slice,col), x.slice_colptr(slice,col), t_n_rows );
      }
    }
  }



template<typename eT>
template<typename T1>
inline
void
subview_cube<eT>::operator-= (const BaseCube<eT,T1>& in)
  {
  arma_extra_debug_sigprint();
  
  const unwrap_cube<T1> tmp(in.get_ref());
  
  const Cube<eT>&         x = tmp.M;
        subview_cube<eT>& t = *this;
  
  arma_debug_assert_same_size(t, x, "subtraction");
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  for(uword slice = 0; slice < t_n_slices; ++slice)
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_minus( t.slice_colptr(slice,col), x.slice_colptr(slice,col), t_n_rows );
      }
    }
  }



template<typename eT>
template<typename T1>
inline
void
subview_cube<eT>::operator%= (const BaseCube<eT,T1>& in)
  {
  arma_extra_debug_sigprint();
  
  const unwrap_cube<T1> tmp(in.get_ref());
  
  const Cube<eT>&         x = tmp.M;
        subview_cube<eT>& t = *this;
  
  arma_debug_assert_same_size(t, x, "element-wise multiplication");
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  for(uword slice = 0; slice < t_n_slices; ++slice)
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_mul( t.slice_colptr(slice,col), x.slice_colptr(slice,col), t_n_rows );
      }
    }
  }



template<typename eT>
template<typename T1>
inline
void
subview_cube<eT>::operator/= (const BaseCube<eT,T1>& in)
  {
  arma_extra_debug_sigprint();
  
  const unwrap_cube<T1> tmp(in.get_ref());
  
  const Cube<eT>&         x = tmp.M;
        subview_cube<eT>& t = *this;
  
  arma_debug_assert_same_size(t, x, "element-wise division");
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  for(uword slice = 0; slice < t_n_slices; ++slice)
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_div( t.slice_colptr(slice,col), x.slice_colptr(slice,col), t_n_rows );
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::operator= (const subview_cube<eT>& x_in)
  {
  arma_extra_debug_sigprint();
  
  const bool overlap = check_overlap(x_in);
  
        Cube<eT>*         tmp_cube         = overlap ? new Cube<eT>(x_in.m) : 0;
  const subview_cube<eT>* tmp_subview_cube = overlap ? new subview_cube<eT>(*tmp_cube, x_in.aux_row1, x_in.aux_col1, x_in.aux_slice1, x_in.n_rows, x_in.n_cols, x_in.n_slices) : 0;
  const subview_cube<eT>& x                = overlap ? (*tmp_subview_cube) : x_in;
  
  subview_cube<eT>& t = *this;
  
  arma_debug_assert_same_size(t, x, "copy into subcube");
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  for(uword slice = 0; slice < t_n_slices; ++slice)
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::copy( t.slice_colptr(slice,col), x.slice_colptr(slice,col), t_n_rows );
      }
    }
    
  if(overlap)
    {
    delete tmp_subview_cube;
    delete tmp_cube;
    }
  
  }



template<typename eT>
inline
void
subview_cube<eT>::operator+= (const subview_cube<eT>& x_in)
  {
  arma_extra_debug_sigprint();
  
  const bool overlap = check_overlap(x_in);
  
        Cube<eT>*         tmp_cube         = overlap ? new Cube<eT>(x_in.m) : 0;
  const subview_cube<eT>* tmp_subview_cube = overlap ? new subview_cube<eT>(*tmp_cube, x_in.aux_row1, x_in.aux_col1, x_in.aux_slice1, x_in.n_rows, x_in.n_cols, x_in.n_slices) : 0;
  const subview_cube<eT>& x                = overlap ? (*tmp_subview_cube) : x_in;
  
  subview_cube<eT>& t = *this;
  
  arma_debug_assert_same_size(t, x, "addition");
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  for(uword slice = 0; slice < t_n_slices; ++slice)
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_plus( t.slice_colptr(slice,col), x.slice_colptr(slice,col), t_n_rows );
      }
    }
  
  if(overlap)
    {
    delete tmp_subview_cube;
    delete tmp_cube;
    }
  
  }



template<typename eT>
inline
void
subview_cube<eT>::operator-= (const subview_cube<eT>& x_in)
  {
  arma_extra_debug_sigprint();
  
  const bool overlap = check_overlap(x_in);
  
        Cube<eT>*         tmp_cube         = overlap ? new Cube<eT>(x_in.m) : 0;
  const subview_cube<eT>* tmp_subview_cube = overlap ? new subview_cube<eT>(*tmp_cube, x_in.aux_row1, x_in.aux_col1, x_in.aux_slice1, x_in.n_rows, x_in.n_cols, x_in.n_slices) : 0;
  const subview_cube<eT>& x                = overlap ? (*tmp_subview_cube) : x_in;
  
  subview_cube<eT>& t = *this;
  
  arma_debug_assert_same_size(t, x, "subtraction");
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  for(uword slice = 0; slice < t_n_slices; ++slice)
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_minus( t.slice_colptr(slice,col), x.slice_colptr(slice,col), t_n_rows );
      }
    }
  
  if(overlap)
    {
    delete tmp_subview_cube;
    delete tmp_cube;
    }
    
  }



template<typename eT>
inline
void
subview_cube<eT>::operator%= (const subview_cube<eT>& x_in)
  {
  arma_extra_debug_sigprint();
  
  const bool overlap = check_overlap(x_in);
  
        Cube<eT>*         tmp_cube         = overlap ? new Cube<eT>(x_in.m) : 0;
  const subview_cube<eT>* tmp_subview_cube = overlap ? new subview_cube<eT>(*tmp_cube, x_in.aux_row1, x_in.aux_col1, x_in.aux_slice1, x_in.n_rows, x_in.n_cols, x_in.n_slices) : 0;
  const subview_cube<eT>& x                = overlap ? (*tmp_subview_cube) : x_in;
  
  subview_cube<eT>& t = *this;
  
  arma_debug_assert_same_size(t, x, "element-wise multiplication");
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  for(uword slice = 0; slice < t_n_slices; ++slice)
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_mul( t.slice_colptr(slice,col), x.slice_colptr(slice,col), t_n_rows );
      }
    }
  
  if(overlap)
    {
    delete tmp_subview_cube;
    delete tmp_cube;
    }
  
  }



template<typename eT>
inline
void
subview_cube<eT>::operator/= (const subview_cube<eT>& x_in)
  {
  arma_extra_debug_sigprint();
  
  const bool overlap = check_overlap(x_in);
  
        Cube<eT>*         tmp_cube         = overlap ? new Cube<eT>(x_in.m) : 0;
  const subview_cube<eT>* tmp_subview_cube = overlap ? new subview_cube<eT>(*tmp_cube, x_in.aux_row1, x_in.aux_col1, x_in.aux_slice1, x_in.n_rows, x_in.n_cols, x_in.n_slices) : 0;
  const subview_cube<eT>& x                = overlap ? (*tmp_subview_cube) : x_in;
  
  subview_cube<eT>& t = *this;
  
  arma_debug_assert_same_size(t, x, "element-wise division");
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  for(uword slice = 0; slice < t_n_slices; ++slice)
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_div( t.slice_colptr(slice,col), x.slice_colptr(slice,col), t_n_rows );
      }
    }
  
  if(overlap)
    {
    delete tmp_subview_cube;
    delete tmp_cube;
    }
  
  }



template<typename eT>
template<typename T1>
inline
void
subview_cube<eT>::operator= (const Base<eT,T1>& in)
  {
  arma_extra_debug_sigprint();
  
  const unwrap<T1> tmp(in.get_ref());
  
  const Mat<eT>&          x = tmp.M;
        subview_cube<eT>& t = *this;
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  const uword x_n_rows   = x.n_rows;
  const uword x_n_cols   = x.n_cols;
  
  if( (t_n_rows == x_n_rows) && (t_n_cols == x_n_cols) && (t_n_slices == 1) )
    {
    // interpret the matrix as a cube with one slice
    
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::copy( t.slice_colptr(0, col), x.colptr(col), t_n_rows );
      }
    }
  else
  if( (t_n_rows == x_n_rows) && (t_n_cols == 1) && (t_n_slices == x_n_cols) )
    {
    for(uword i=0; i < t_n_slices; ++i)
      {
      arrayops::copy( t.slice_colptr(i, 0), x.colptr(i), t_n_rows );
      }
    }
  else
  if( (t_n_rows == 1) && (t_n_cols == x_n_rows) && (t_n_slices == x_n_cols) )
    {
    Cube<eT>& Q = *(t.m_ptr);
    
    const uword t_aux_row1   = t.aux_row1;
    const uword t_aux_col1   = t.aux_col1;
    const uword t_aux_slice1 = t.aux_slice1;
    
    for(uword slice=0; slice < t_n_slices; ++slice)
      {
      const uword mod_slice = t_aux_slice1 + slice;
      
      const eT* x_colptr = x.colptr(slice);
      
      uword i,j;
      for(i=0, j=1; j < t_n_cols; i+=2, j+=2)
        {
        const eT tmp_i = x_colptr[i];
        const eT tmp_j = x_colptr[j];
        
        Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) = tmp_i;
        Q.at(t_aux_row1, t_aux_col1 + j, mod_slice) = tmp_j;
        }
      
      if(i < t_n_cols)
        {
        Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) = x_colptr[i];
        }
      }
    }
  else
    {
    if(arma_config::debug == true)
      {
      arma_stop( arma_incompat_size_string(t, x, "copy into subcube") );
      }
    }
  }



template<typename eT>
template<typename T1>
inline
void
subview_cube<eT>::operator+= (const Base<eT,T1>& in)
  {
  arma_extra_debug_sigprint();
  
  const unwrap<T1> tmp(in.get_ref());
  
  const Mat<eT>&          x = tmp.M;
        subview_cube<eT>& t = *this;
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  const uword x_n_rows   = x.n_rows;
  const uword x_n_cols   = x.n_cols;
  
  if( (t_n_rows == x_n_rows) && (t_n_cols == x_n_cols) && (t_n_slices == 1) )
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_plus( t.slice_colptr(0, col), x.colptr(col), t_n_rows );
      }
    }
  else
  if( (t_n_rows == x_n_rows) && (t_n_cols == 1) && (t_n_slices == x_n_cols) )
    {
    for(uword i=0; i < t_n_slices; ++i)
      {
      arrayops::inplace_plus( t.slice_colptr(i, 0), x.colptr(i), t_n_rows );
      }
    }
  else
  if( (t_n_rows == 1) && (t_n_cols == x_n_rows) && (t_n_slices == x_n_cols) )
    {
    Cube<eT>& Q = *(t.m_ptr);
    
    const uword t_aux_row1   = t.aux_row1;
    const uword t_aux_col1   = t.aux_col1;
    const uword t_aux_slice1 = t.aux_slice1;
    
    for(uword slice=0; slice < t_n_slices; ++slice)
      {
      const uword mod_slice = t_aux_slice1 + slice;
      
      const eT* x_colptr = x.colptr(slice);
      
      uword i,j;
      for(i=0, j=1; j < t_n_cols; i+=2, j+=2)
        {
        const eT tmp_i = x_colptr[i];
        const eT tmp_j = x_colptr[j];
        
        Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) += tmp_i;
        Q.at(t_aux_row1, t_aux_col1 + j, mod_slice) += tmp_j;
        }
      
      if(i < t_n_cols)
        {
        Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) += x_colptr[i];
        }
      }
    }
  else
    {
    if(arma_config::debug == true)
      {
      arma_stop( arma_incompat_size_string(t, x, "addition") );
      }
    }
  }



template<typename eT>
template<typename T1>
inline
void
subview_cube<eT>::operator-= (const Base<eT,T1>& in)
  {
  arma_extra_debug_sigprint();
  
  const unwrap<T1> tmp(in.get_ref());
  
  const Mat<eT>&          x = tmp.M;
        subview_cube<eT>& t = *this;
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  const uword x_n_rows   = x.n_rows;
  const uword x_n_cols   = x.n_cols;
  
  if( (t_n_rows == x_n_rows) && (t_n_cols == x_n_cols) && (t_n_slices == 1) )
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_minus( t.slice_colptr(0, col), x.colptr(col), t_n_rows );
      }
    }
  else
  if( (t_n_rows == x_n_rows) && (t_n_cols == 1) && (t_n_slices == x_n_cols) )
    {
    for(uword i=0; i < t_n_slices; ++i)
      {
      arrayops::inplace_minus( t.slice_colptr(i, 0), x.colptr(i), t_n_rows );
      }
    }
  else
  if( (t_n_rows == 1) && (t_n_cols == x_n_rows) && (t_n_slices == x_n_cols) )
    {
    Cube<eT>& Q = *(t.m_ptr);
    
    const uword t_aux_row1   = t.aux_row1;
    const uword t_aux_col1   = t.aux_col1;
    const uword t_aux_slice1 = t.aux_slice1;
    
    for(uword slice=0; slice < t_n_slices; ++slice)
      {
      const uword mod_slice = t_aux_slice1 + slice;
      
      const eT* x_colptr = x.colptr(slice);
      
      uword i,j;
      for(i=0, j=1; j < t_n_cols; i+=2, j+=2)
        {
        const eT tmp_i = x_colptr[i];
        const eT tmp_j = x_colptr[j];
        
        Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) -= tmp_i;
        Q.at(t_aux_row1, t_aux_col1 + j, mod_slice) -= tmp_j;
        }
      
      if(i < t_n_cols)
        {
        Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) -= x_colptr[i];
        }
      }
    }
  else
    {
    if(arma_config::debug == true)
      {
      arma_stop( arma_incompat_size_string(t, x, "subtraction") );
      }
    }
  }



template<typename eT>
template<typename T1>
inline
void
subview_cube<eT>::operator%= (const Base<eT,T1>& in)
  {
  arma_extra_debug_sigprint();
  
  const unwrap<T1> tmp(in.get_ref());
  
  const Mat<eT>&          x = tmp.M;
        subview_cube<eT>& t = *this;
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  const uword x_n_rows   = x.n_rows;
  const uword x_n_cols   = x.n_cols;
  
  if( (t_n_rows == x_n_rows) && (t_n_cols == x_n_cols) && (t_n_slices == 1) )
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_mul( t.slice_colptr(0, col), x.colptr(col), t_n_rows );
      }
    }
  else
  if( (t_n_rows == x_n_rows) && (t_n_cols == 1) && (t_n_slices == x_n_cols) )
    {
    for(uword i=0; i < t_n_slices; ++i)
      {
      arrayops::inplace_mul( t.slice_colptr(i, 0), x.colptr(i), t_n_rows );
      }
    }
  else
  if( (t_n_rows == 1) && (t_n_cols == x_n_rows) && (t_n_slices == x_n_cols) )
    {
    Cube<eT>& Q = *(t.m_ptr);
    
    const uword t_aux_row1   = t.aux_row1;
    const uword t_aux_col1   = t.aux_col1;
    const uword t_aux_slice1 = t.aux_slice1;
    
    for(uword slice=0; slice < t_n_slices; ++slice)
      {
      const uword mod_slice = t_aux_slice1 + slice;
      
      const eT* x_colptr = x.colptr(slice);
      
      uword i,j;
      for(i=0, j=1; j < t_n_cols; i+=2, j+=2)
        {
        const eT tmp_i = x_colptr[i];
        const eT tmp_j = x_colptr[j];
        
        Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) *= tmp_i;
        Q.at(t_aux_row1, t_aux_col1 + j, mod_slice) *= tmp_j;
        }
      
      if(i < t_n_cols)
        {
        Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) *= x_colptr[i];
        }
      }
    }
  else
    {
    if(arma_config::debug == true)
      {
      arma_stop( arma_incompat_size_string(t, x, "element-wise multiplication") );
      }
    }
  }



template<typename eT>
template<typename T1>
inline
void
subview_cube<eT>::operator/= (const Base<eT,T1>& in)
  {
  arma_extra_debug_sigprint();
  
  const unwrap<T1> tmp(in.get_ref());
  
  const Mat<eT>&          x = tmp.M;
        subview_cube<eT>& t = *this;
  
  const uword t_n_rows   = t.n_rows;
  const uword t_n_cols   = t.n_cols;
  const uword t_n_slices = t.n_slices;
  
  const uword x_n_rows   = x.n_rows;
  const uword x_n_cols   = x.n_cols;
  
  if( (t_n_rows == x_n_rows) && (t_n_cols == x_n_cols) && (t_n_slices == 1) )
    {
    for(uword col = 0; col < t_n_cols; ++col)
      {
      arrayops::inplace_div( t.slice_colptr(0, col), x.colptr(col), t_n_rows );
      }
    }
  else
  if( (t_n_rows == x_n_rows) && (t_n_cols == 1) && (t_n_slices == x_n_cols) )
    {
    for(uword i=0; i < t_n_slices; ++i)
      {
      arrayops::inplace_div( t.slice_colptr(i, 0), x.colptr(i), t_n_rows );
      }
    }
  else
  if( (t_n_rows == 1) && (t_n_cols == x_n_rows) && (t_n_slices == x_n_cols) )
    {
    Cube<eT>& Q = *(t.m_ptr);
    
    const uword t_aux_row1   = t.aux_row1;
    const uword t_aux_col1   = t.aux_col1;
    const uword t_aux_slice1 = t.aux_slice1;
    
    for(uword slice=0; slice < t_n_slices; ++slice)
      {
      const uword mod_slice = t_aux_slice1 + slice;
      
      const eT* x_colptr = x.colptr(slice);
      
      uword i,j;
      for(i=0, j=1; j < t_n_cols; i+=2, j+=2)
        {
        const eT tmp_i = x_colptr[i];
        const eT tmp_j = x_colptr[j];
        
        Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) /= tmp_i;
        Q.at(t_aux_row1, t_aux_col1 + j, mod_slice) /= tmp_j;
        }
      
      if(i < t_n_cols)
        {
        Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) /= x_colptr[i];
        }
      }
    }
  else
    {
    if(arma_config::debug == true)
      {
      arma_stop( arma_incompat_size_string(t, x, "element-wise division") );
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::fill(const eT val)
  {
  arma_extra_debug_sigprint();

  const uword local_n_rows   = n_rows;
  const uword local_n_cols   = n_cols;
  const uword local_n_slices = n_slices;
  
  for(uword slice = 0; slice < local_n_slices; ++slice)
    {
    for(uword col = 0; col < local_n_cols; ++col)
      {
      arrayops::inplace_set( slice_colptr(slice,col), val, local_n_rows );
      }
    }
  
  }



template<typename eT>
inline
void
subview_cube<eT>::zeros()
  {
  arma_extra_debug_sigprint();
  
  fill(eT(0));
  }



template<typename eT>
inline
void
subview_cube<eT>::ones()
  {
  arma_extra_debug_sigprint();
  
  fill(eT(1));
  }



template<typename eT>
inline
eT&
subview_cube<eT>::operator[](const uword i)
  {
  const uword in_slice = i / n_elem_slice;
  const uword offset   = in_slice * n_elem_slice;
  const uword j        = i - offset;
  
  const uword in_col   = j / n_rows;
  const uword in_row   = j % n_rows;

  const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row;
  return access::rw( (*m_ptr).mem[index] );
  }



template<typename eT>
inline
eT
subview_cube<eT>::operator[](const uword i) const
  {
  const uword in_slice = i / n_elem_slice;
  const uword offset   = in_slice * n_elem_slice;
  const uword j        = i - offset;
  
  const uword in_col   = j / n_rows;
  const uword in_row   = j % n_rows;

  const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row;
  return m.mem[index];
  }



template<typename eT>
inline
eT&
subview_cube<eT>::operator()(const uword i)
  {
  arma_debug_check( (i >= n_elem), "subview_cube::operator(): index out of bounds");
  
  const uword in_slice = i / n_elem_slice;
  const uword offset   = in_slice * n_elem_slice;
  const uword j        = i - offset;
  
  const uword in_col   = j / n_rows;
  const uword in_row   = j % n_rows;

  const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row;
  return access::rw( (*m_ptr).mem[index] );
  }



template<typename eT>
inline
eT
subview_cube<eT>::operator()(const uword i) const
  {
  arma_debug_check( (i >= n_elem), "subview_cube::operator(): index out of bounds");
  
  const uword in_slice = i / n_elem_slice;
  const uword offset   = in_slice * n_elem_slice;
  const uword j        = i - offset;
  
  const uword in_col   = j / n_rows;
  const uword in_row   = j % n_rows;

  const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row;
  return m.mem[index];
  }



template<typename eT>
arma_inline
eT&
subview_cube<eT>::operator()(const uword in_row, const uword in_col, const uword in_slice)
  {
  arma_debug_check( ( (in_row >= n_rows) || (in_col >= n_cols) || (in_slice >= n_slices) ), "subview_cube::operator(): location out of bounds");
  
  const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row;
  return access::rw( (*m_ptr).mem[index] );
  }



template<typename eT>
arma_inline
eT
subview_cube<eT>::operator()(const uword in_row, const uword in_col, const uword in_slice) const
  {
  arma_debug_check( ( (in_row >= n_rows) || (in_col >= n_cols) || (in_slice >= n_slices) ), "subview_cube::operator(): location out of bounds");
  
  const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row;
  return m.mem[index];
  }



template<typename eT>
arma_inline
eT&
subview_cube<eT>::at(const uword in_row, const uword in_col, const uword in_slice)
  {
  const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row;
  return access::rw( (*m_ptr).mem[index] );
  }



template<typename eT>
arma_inline
eT
subview_cube<eT>::at(const uword in_row, const uword in_col, const uword in_slice) const
  {
  const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row;
  return m.mem[index];
  }



template<typename eT>
arma_inline
eT*
subview_cube<eT>::slice_colptr(const uword in_slice, const uword in_col)
  {
  return & access::rw((*m_ptr).mem[  (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1  ]);
  }



template<typename eT>
arma_inline
const eT*
subview_cube<eT>::slice_colptr(const uword in_slice, const uword in_col) const
  {
  return & m.mem[ (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 ];
  }



template<typename eT>
inline
bool
subview_cube<eT>::check_overlap(const subview_cube<eT>& x) const
  {
  const subview_cube<eT>& t = *this;
  
  if(&t.m != &x.m)
    {
    return false;
    }
  else
    {
    if( (t.n_elem == 0) || (x.n_elem == 0) )
      {
      return false;
      }
    else
      {
      const uword t_row_start  = t.aux_row1;
      const uword t_row_end_p1 = t_row_start + t.n_rows;
      
      const uword t_col_start  = t.aux_col1;
      const uword t_col_end_p1 = t_col_start + t.n_cols;
      
      const uword t_slice_start  = t.aux_slice1;
      const uword t_slice_end_p1 = t_slice_start + t.n_slices;
      
      
      const uword x_row_start  = x.aux_row1;
      const uword x_row_end_p1 = x_row_start + x.n_rows;
      
      const uword x_col_start  = x.aux_col1;
      const uword x_col_end_p1 = x_col_start + x.n_cols;
      
      const uword x_slice_start  = x.aux_slice1;
      const uword x_slice_end_p1 = x_slice_start + x.n_slices;
      
      
      const bool outside_rows   = ( (x_row_start   >= t_row_end_p1  ) || (t_row_start   >= x_row_end_p1  ) );
      const bool outside_cols   = ( (x_col_start   >= t_col_end_p1  ) || (t_col_start   >= x_col_end_p1  ) );
      const bool outside_slices = ( (x_slice_start >= t_slice_end_p1) || (t_slice_start >= x_slice_end_p1) );
      
      return ( (outside_rows == false) && (outside_cols == false) && (outside_slices == false) );
      }
    }
  }



template<typename eT>
inline
bool
subview_cube<eT>::check_overlap(const Mat<eT>& x) const
  {
  const subview_cube<eT>& t = *this;
  
  const uword t_aux_slice1        = t.aux_slice1;
  const uword t_aux_slice2_plus_1 = t_aux_slice1 + t.n_slices;
  
  for(uword slice = t_aux_slice1; slice < t_aux_slice2_plus_1; ++slice)
    {
    const Mat<eT>& y = *(t.m.mat_ptrs[slice]);
  
    if( x.memptr() == y.memptr() )
      {
      return true;
      }
    }
  
  return false;
  }



template<typename eT>
inline
void
subview_cube<eT>::extract(Cube<eT>& out, const subview_cube<eT>& in)
  {
  arma_extra_debug_sigprint();

  // NOTE: we're assuming that the cube has already been set to the correct size and there is no aliasing;
  // size setting and alias checking is done by either the Cube contructor or operator=()
  
  const uword n_rows   = in.n_rows;
  const uword n_cols   = in.n_cols;
  const uword n_slices = in.n_slices;
  
  arma_extra_debug_print(arma_boost::format("out.n_rows = %d   out.n_cols = %d    out.n_slices = %d    in.m.n_rows = %d   in.m.n_cols = %d   in.m.n_slices = %d") % out.n_rows % out.n_cols % out.n_slices % in.m.n_rows % in.m.n_cols % in.m.n_slices);
  
  
  for(uword slice = 0; slice < n_slices; ++slice)
    {
    for(uword col = 0; col < n_cols; ++col)
      {
      arrayops::copy( out.slice_colptr(slice,col), in.slice_colptr(slice,col), n_rows );
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::plus_inplace(Cube<eT>& out, const subview_cube<eT>& in)
  {
  arma_extra_debug_sigprint();
  
  arma_debug_assert_same_size(out, in, "addition");
  
  const uword n_rows   = out.n_rows;
  const uword n_cols   = out.n_cols;
  const uword n_slices = out.n_slices;
  
  for(uword slice = 0; slice<n_slices; ++slice)
    {
    for(uword col = 0; col<n_cols; ++col)
      {
      arrayops::inplace_plus( out.slice_colptr(slice,col), in.slice_colptr(slice,col), n_rows );
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::minus_inplace(Cube<eT>& out, const subview_cube<eT>& in)
  {
  arma_extra_debug_sigprint();
  
  arma_debug_assert_same_size(out, in, "subtraction");
  
  const uword n_rows   = out.n_rows;
  const uword n_cols   = out.n_cols;
  const uword n_slices = out.n_slices;
  
  for(uword slice = 0; slice<n_slices; ++slice)
    {
    for(uword col = 0; col<n_cols; ++col)
      {
      arrayops::inplace_minus( out.slice_colptr(slice,col), in.slice_colptr(slice,col), n_rows );
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::schur_inplace(Cube<eT>& out, const subview_cube<eT>& in)
  {
  arma_extra_debug_sigprint();
  
  arma_debug_assert_same_size(out, in, "element-wise multiplication");
  
  const uword n_rows   = out.n_rows;
  const uword n_cols   = out.n_cols;
  const uword n_slices = out.n_slices;
  
  for(uword slice = 0; slice<n_slices; ++slice)
    {
    for(uword col = 0; col<n_cols; ++col)
      {
      arrayops::inplace_mul( out.slice_colptr(slice,col), in.slice_colptr(slice,col), n_rows );
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::div_inplace(Cube<eT>& out, const subview_cube<eT>& in)
  {
  arma_extra_debug_sigprint();
  
  arma_debug_assert_same_size(out, in, "element-wise division");
  
  const uword n_rows   = out.n_rows;
  const uword n_cols   = out.n_cols;
  const uword n_slices = out.n_slices;
  
  for(uword slice = 0; slice<n_slices; ++slice)
    {
    for(uword col = 0; col<n_cols; ++col)
      {
      arrayops::inplace_div( out.slice_colptr(slice,col), in.slice_colptr(slice,col), n_rows );
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::extract(Mat<eT>& out, const subview_cube<eT>& in)
  {
  arma_extra_debug_sigprint();
  
  arma_debug_assert_cube_as_mat(out, in, "copy into matrix", false);
  
  const uword in_n_rows   = in.n_rows;
  const uword in_n_cols   = in.n_cols;
  const uword in_n_slices = in.n_slices;
  
  const uword out_vec_state = out.vec_state;
  
  if(in_n_slices == 1)
    {
    out.set_size(in_n_rows, in_n_cols);
    
    for(uword col=0; col < in_n_cols; ++col)
      {
      arrayops::copy( out.colptr(col), in.slice_colptr(0, col), in_n_rows );
      }
    }
  else
    {
    if(out_vec_state == 0)
      {
      if(in_n_cols == 1)
        {
        out.set_size(in_n_rows, in_n_slices);
        
        for(uword i=0; i < in_n_slices; ++i)
          {
          arrayops::copy( out.colptr(i), in.slice_colptr(i, 0), in_n_rows );
          }
        }
      else
      if(in_n_rows == 1)
        {
        const Cube<eT>& Q = in.m;
        
        const uword in_aux_row1   = in.aux_row1;
        const uword in_aux_col1   = in.aux_col1;
        const uword in_aux_slice1 = in.aux_slice1;
        
        out.set_size(in_n_cols, in_n_slices);
        
        for(uword slice=0; slice < in_n_slices; ++slice)
          {
          const uword mod_slice = in_aux_slice1 + slice;
          
          eT* out_colptr = out.colptr(slice);
          
          uword i,j;
          for(i=0, j=1; j < in_n_cols; i+=2, j+=2)
            {
            const eT tmp_i = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice);
            const eT tmp_j = Q.at(in_aux_row1, in_aux_col1 + j, mod_slice);
            
            out_colptr[i] = tmp_i;
            out_colptr[j] = tmp_j;
            }
          
          if(i < in_n_cols)
            {
            out_colptr[i] = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice);
            }
          }
        }
      }
    else
      {
      out.set_size(in_n_slices);
      
      eT* out_mem = out.memptr();
      
      const Cube<eT>& Q = in.m;
      
      const uword in_aux_row1   = in.aux_row1;
      const uword in_aux_col1   = in.aux_col1;
      const uword in_aux_slice1 = in.aux_slice1;
      
      for(uword i=0; i<in_n_slices; ++i)
        {
        out_mem[i] = Q.at(in_aux_row1, in_aux_col1, in_aux_slice1 + i);
        }
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::plus_inplace(Mat<eT>& out, const subview_cube<eT>& in)
  {
  arma_extra_debug_sigprint();
  
  arma_debug_assert_cube_as_mat(out, in, "addition", true);
  
  const uword in_n_rows   = in.n_rows;
  const uword in_n_cols   = in.n_cols;
  const uword in_n_slices = in.n_slices;
  
  const uword out_n_rows    = out.n_rows;
  const uword out_n_cols    = out.n_cols;
  const uword out_vec_state = out.vec_state;
  
  if(in_n_slices == 1)
    {
    for(uword col=0; col < in_n_cols; ++col)
      {
      arrayops::inplace_plus( out.colptr(col), in.slice_colptr(0, col), in_n_rows );
      }
    }
  else
    {
    if(out_vec_state == 0)
      {
      if( (in_n_rows == out_n_rows) && (in_n_cols == 1) && (in_n_slices == out_n_cols) )
        {
        for(uword i=0; i < in_n_slices; ++i)
          {
          arrayops::inplace_plus( out.colptr(i), in.slice_colptr(i, 0), in_n_rows );
          }
        }
      else
      if( (in_n_rows == 1) && (in_n_cols == out_n_rows) && (in_n_slices == out_n_cols) )
        {
        const Cube<eT>& Q = in.m;
        
        const uword in_aux_row1   = in.aux_row1;
        const uword in_aux_col1   = in.aux_col1;
        const uword in_aux_slice1 = in.aux_slice1;
        
        for(uword slice=0; slice < in_n_slices; ++slice)
          {
          const uword mod_slice = in_aux_slice1 + slice;
          
          eT* out_colptr = out.colptr(slice);
          
          uword i,j;
          for(i=0, j=1; j < in_n_cols; i+=2, j+=2)
            {
            const eT tmp_i = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice);
            const eT tmp_j = Q.at(in_aux_row1, in_aux_col1 + j, mod_slice);
            
            out_colptr[i] += tmp_i;
            out_colptr[j] += tmp_j;
            }
          
          if(i < in_n_cols)
            {
            out_colptr[i] += Q.at(in_aux_row1, in_aux_col1 + i, mod_slice);
            }
          }
        }
      }
    else
      {
      eT* out_mem = out.memptr();
      
      const Cube<eT>& Q = in.m;
      
      const uword in_aux_row1   = in.aux_row1;
      const uword in_aux_col1   = in.aux_col1;
      const uword in_aux_slice1 = in.aux_slice1;
      
      for(uword i=0; i<in_n_slices; ++i)
        {
        out_mem[i] += Q.at(in_aux_row1, in_aux_col1, in_aux_slice1 + i);
        }
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::minus_inplace(Mat<eT>& out, const subview_cube<eT>& in)
  {
  arma_extra_debug_sigprint();
  
  arma_debug_assert_cube_as_mat(out, in, "subtraction", true);
  
  const uword in_n_rows   = in.n_rows;
  const uword in_n_cols   = in.n_cols;
  const uword in_n_slices = in.n_slices;
  
  const uword out_n_rows    = out.n_rows;
  const uword out_n_cols    = out.n_cols;
  const uword out_vec_state = out.vec_state;
  
  if(in_n_slices == 1)
    {
    for(uword col=0; col < in_n_cols; ++col)
      {
      arrayops::inplace_minus( out.colptr(col), in.slice_colptr(0, col), in_n_rows );
      }
    }
  else
    {
    if(out_vec_state == 0)
      {
      if( (in_n_rows == out_n_rows) && (in_n_cols == 1) && (in_n_slices == out_n_cols) )
        {
        for(uword i=0; i < in_n_slices; ++i)
          {
          arrayops::inplace_minus( out.colptr(i), in.slice_colptr(i, 0), in_n_rows );
          }
        }
      else
      if( (in_n_rows == 1) && (in_n_cols == out_n_rows) && (in_n_slices == out_n_cols) )
        {
        const Cube<eT>& Q = in.m;
        
        const uword in_aux_row1   = in.aux_row1;
        const uword in_aux_col1   = in.aux_col1;
        const uword in_aux_slice1 = in.aux_slice1;
        
        for(uword slice=0; slice < in_n_slices; ++slice)
          {
          const uword mod_slice = in_aux_slice1 + slice;
          
          eT* out_colptr = out.colptr(slice);
          
          uword i,j;
          for(i=0, j=1; j < in_n_cols; i+=2, j+=2)
            {
            const eT tmp_i = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice);
            const eT tmp_j = Q.at(in_aux_row1, in_aux_col1 + j, mod_slice);
            
            out_colptr[i] -= tmp_i;
            out_colptr[j] -= tmp_j;
            }
          
          if(i < in_n_cols)
            {
            out_colptr[i] -= Q.at(in_aux_row1, in_aux_col1 + i, mod_slice);
            }
          }
        }
      }
    else
      {
      eT* out_mem = out.memptr();
      
      const Cube<eT>& Q = in.m;
      
      const uword in_aux_row1   = in.aux_row1;
      const uword in_aux_col1   = in.aux_col1;
      const uword in_aux_slice1 = in.aux_slice1;
      
      for(uword i=0; i<in_n_slices; ++i)
        {
        out_mem[i] -= Q.at(in_aux_row1, in_aux_col1, in_aux_slice1 + i);
        }
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::schur_inplace(Mat<eT>& out, const subview_cube<eT>& in)
  {
  arma_extra_debug_sigprint();
  
  arma_debug_assert_cube_as_mat(out, in, "element-wise multiplication", true);
  
  const uword in_n_rows   = in.n_rows;
  const uword in_n_cols   = in.n_cols;
  const uword in_n_slices = in.n_slices;
  
  const uword out_n_rows    = out.n_rows;
  const uword out_n_cols    = out.n_cols;
  const uword out_vec_state = out.vec_state;
  
  if(in_n_slices == 1)
    {
    for(uword col=0; col < in_n_cols; ++col)
      {
      arrayops::inplace_mul( out.colptr(col), in.slice_colptr(0, col), in_n_rows );
      }
    }
  else
    {
    if(out_vec_state == 0)
      {
      if( (in_n_rows == out_n_rows) && (in_n_cols == 1) && (in_n_slices == out_n_cols) )
        {
        for(uword i=0; i < in_n_slices; ++i)
          {
          arrayops::inplace_mul( out.colptr(i), in.slice_colptr(i, 0), in_n_rows );
          }
        }
      else
      if( (in_n_rows == 1) && (in_n_cols == out_n_rows) && (in_n_slices == out_n_cols) )
        {
        const Cube<eT>& Q = in.m;
        
        const uword in_aux_row1   = in.aux_row1;
        const uword in_aux_col1   = in.aux_col1;
        const uword in_aux_slice1 = in.aux_slice1;
        
        for(uword slice=0; slice < in_n_slices; ++slice)
          {
          const uword mod_slice = in_aux_slice1 + slice;
          
          eT* out_colptr = out.colptr(slice);
          
          uword i,j;
          for(i=0, j=1; j < in_n_cols; i+=2, j+=2)
            {
            const eT tmp_i = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice);
            const eT tmp_j = Q.at(in_aux_row1, in_aux_col1 + j, mod_slice);
            
            out_colptr[i] *= tmp_i;
            out_colptr[j] *= tmp_j;
            }
          
          if(i < in_n_cols)
            {
            out_colptr[i] *= Q.at(in_aux_row1, in_aux_col1 + i, mod_slice);
            }
          }
        }
      }
    else
      {
      eT* out_mem = out.memptr();
      
      const Cube<eT>& Q = in.m;
      
      const uword in_aux_row1   = in.aux_row1;
      const uword in_aux_col1   = in.aux_col1;
      const uword in_aux_slice1 = in.aux_slice1;
      
      for(uword i=0; i<in_n_slices; ++i)
        {
        out_mem[i] *= Q.at(in_aux_row1, in_aux_col1, in_aux_slice1 + i);
        }
      }
    }
  }



template<typename eT>
inline
void
subview_cube<eT>::div_inplace(Mat<eT>& out, const subview_cube<eT>& in)
  {
  arma_extra_debug_sigprint();
  
  arma_debug_assert_cube_as_mat(out, in, "element-wise division", true);
  
  const uword in_n_rows   = in.n_rows;
  const uword in_n_cols   = in.n_cols;
  const uword in_n_slices = in.n_slices;
  
  const uword out_n_rows    = out.n_rows;
  const uword out_n_cols    = out.n_cols;
  const uword out_vec_state = out.vec_state;
  
  if(in_n_slices == 1)
    {
    for(uword col=0; col < in_n_cols; ++col)
      {
      arrayops::inplace_div( out.colptr(col), in.slice_colptr(0, col), in_n_rows );
      }
    }
  else
    {
    if(out_vec_state == 0)
      {
      if( (in_n_rows == out_n_rows) && (in_n_cols == 1) && (in_n_slices == out_n_cols) )
        {
        for(uword i=0; i < in_n_slices; ++i)
          {
          arrayops::inplace_div( out.colptr(i), in.slice_colptr(i, 0), in_n_rows );
          }
        }
      else
      if( (in_n_rows == 1) && (in_n_cols == out_n_rows) && (in_n_slices == out_n_cols) )
        {
        const Cube<eT>& Q = in.m;
        
        const uword in_aux_row1   = in.aux_row1;
        const uword in_aux_col1   = in.aux_col1;
        const uword in_aux_slice1 = in.aux_slice1;
        
        for(uword slice=0; slice < in_n_slices; ++slice)
          {
          const uword mod_slice = in_aux_slice1 + slice;
          
          eT* out_colptr = out.colptr(slice);
          
          uword i,j;
          for(i=0, j=1; j < in_n_cols; i+=2, j+=2)
            {
            const eT tmp_i = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice);
            const eT tmp_j = Q.at(in_aux_row1, in_aux_col1 + j, mod_slice);
            
            out_colptr[i] /= tmp_i;
            out_colptr[j] /= tmp_j;
            }
          
          if(i < in_n_cols)
            {
            out_colptr[i] /= Q.at(in_aux_row1, in_aux_col1 + i, mod_slice);
            }
          }
        }
      }
    else
      {
      eT* out_mem = out.memptr();
      
      const Cube<eT>& Q = in.m;
      
      const uword in_aux_row1   = in.aux_row1;
      const uword in_aux_col1   = in.aux_col1;
      const uword in_aux_slice1 = in.aux_slice1;
      
      for(uword i=0; i<in_n_slices; ++i)
        {
        out_mem[i] /= Q.at(in_aux_row1, in_aux_col1, in_aux_slice1 + i);
        }
      }
    }
  }