forwards.h

Go to the documentation of this file.

#ifndef VIENNACL_SCHEDULER_STATEMENT_HPP
#define VIENNACL_SCHEDULER_STATEMENT_HPP

/* =========================================================================
   Copyright (c) 2010-2015, Institute for Microelectronics,
                            Institute for Analysis and Scientific Computing,
                            TU Wien.
   Portions of this software are copyright by UChicago Argonne, LLC.

                            -----------------
                  ViennaCL - The Vienna Computing Library
                            -----------------

   Project Head:    Karl Rupp                   rupp@iue.tuwien.ac.at

   (A list of authors and contributors can be found in the manual)

   License:         MIT (X11), see file LICENSE in the base directory
============================================================================= */


#include "viennacl/meta/enable_if.hpp"
#include "viennacl/meta/predicate.hpp"
#include "viennacl/forwards.h"

#include <vector>

namespace viennacl
{
namespace scheduler
{

class statement_not_supported_exception : public std::exception
{
public:
  statement_not_supported_exception() : message_() {}
  statement_not_supported_exception(std::string message) : message_("ViennaCL: Internal error: The scheduler encountered a problem with the operation provided: " + message) {}

  virtual const char* what() const throw() { return message_.c_str(); }

  virtual ~statement_not_supported_exception() throw() {}
private:
  std::string message_;
};


enum operation_node_type_family
{
  OPERATION_INVALID_TYPE_FAMILY = 0,

  // unary or binary expression
  OPERATION_UNARY_TYPE_FAMILY,
  OPERATION_BINARY_TYPE_FAMILY,

  //reductions
  OPERATION_VECTOR_REDUCTION_TYPE_FAMILY,
  OPERATION_ROWS_REDUCTION_TYPE_FAMILY,
  OPERATION_COLUMNS_REDUCTION_TYPE_FAMILY
};

enum operation_node_type
{
  OPERATION_INVALID_TYPE = 0,

  // unary operator
  OPERATION_UNARY_MINUS_TYPE,

  // unary expression
  OPERATION_UNARY_CAST_CHAR_TYPE,
  OPERATION_UNARY_CAST_UCHAR_TYPE,
  OPERATION_UNARY_CAST_SHORT_TYPE,
  OPERATION_UNARY_CAST_USHORT_TYPE,
  OPERATION_UNARY_CAST_INT_TYPE,
  OPERATION_UNARY_CAST_UINT_TYPE,
  OPERATION_UNARY_CAST_LONG_TYPE,
  OPERATION_UNARY_CAST_ULONG_TYPE,
  OPERATION_UNARY_CAST_HALF_TYPE,
  OPERATION_UNARY_CAST_FLOAT_TYPE,
  OPERATION_UNARY_CAST_DOUBLE_TYPE,

  OPERATION_UNARY_ABS_TYPE,
  OPERATION_UNARY_ACOS_TYPE,
  OPERATION_UNARY_ASIN_TYPE,
  OPERATION_UNARY_ATAN_TYPE,
  OPERATION_UNARY_CEIL_TYPE,
  OPERATION_UNARY_COS_TYPE,
  OPERATION_UNARY_COSH_TYPE,
  OPERATION_UNARY_EXP_TYPE,
  OPERATION_UNARY_FABS_TYPE,
  OPERATION_UNARY_FLOOR_TYPE,
  OPERATION_UNARY_LOG_TYPE,
  OPERATION_UNARY_LOG10_TYPE,
  OPERATION_UNARY_SIN_TYPE,
  OPERATION_UNARY_SINH_TYPE,
  OPERATION_UNARY_SQRT_TYPE,
  OPERATION_UNARY_TAN_TYPE,
  OPERATION_UNARY_TANH_TYPE,

  OPERATION_UNARY_TRANS_TYPE,
  OPERATION_UNARY_NORM_1_TYPE,
  OPERATION_UNARY_NORM_2_TYPE,
  OPERATION_UNARY_NORM_INF_TYPE,
  OPERATION_UNARY_MAX_TYPE,
  OPERATION_UNARY_MIN_TYPE,

  // binary expression
  OPERATION_BINARY_ACCESS_TYPE,
  OPERATION_BINARY_ASSIGN_TYPE,
  OPERATION_BINARY_INPLACE_ADD_TYPE,
  OPERATION_BINARY_INPLACE_SUB_TYPE,
  OPERATION_BINARY_ADD_TYPE,
  OPERATION_BINARY_SUB_TYPE,
  OPERATION_BINARY_MULT_TYPE,    // scalar times vector/matrix
  OPERATION_BINARY_DIV_TYPE,     // vector/matrix divided by scalar
  OPERATION_BINARY_ELEMENT_ARGFMAX_TYPE,
  OPERATION_BINARY_ELEMENT_ARGFMIN_TYPE,
  OPERATION_BINARY_ELEMENT_ARGMAX_TYPE,
  OPERATION_BINARY_ELEMENT_ARGMIN_TYPE,
  OPERATION_BINARY_ELEMENT_PROD_TYPE,
  OPERATION_BINARY_ELEMENT_DIV_TYPE,
  OPERATION_BINARY_ELEMENT_EQ_TYPE,
  OPERATION_BINARY_ELEMENT_NEQ_TYPE,
  OPERATION_BINARY_ELEMENT_GREATER_TYPE,
  OPERATION_BINARY_ELEMENT_GEQ_TYPE,
  OPERATION_BINARY_ELEMENT_LESS_TYPE,
  OPERATION_BINARY_ELEMENT_LEQ_TYPE,
  OPERATION_BINARY_ELEMENT_POW_TYPE,
  OPERATION_BINARY_ELEMENT_FMAX_TYPE,
  OPERATION_BINARY_ELEMENT_FMIN_TYPE,
  OPERATION_BINARY_ELEMENT_MAX_TYPE,
  OPERATION_BINARY_ELEMENT_MIN_TYPE,

  OPERATION_BINARY_MATRIX_DIAG_TYPE,
  OPERATION_BINARY_VECTOR_DIAG_TYPE,
  OPERATION_BINARY_MATRIX_ROW_TYPE,
  OPERATION_BINARY_MATRIX_COLUMN_TYPE,
  OPERATION_BINARY_MAT_VEC_PROD_TYPE,
  OPERATION_BINARY_MAT_MAT_PROD_TYPE,
  OPERATION_BINARY_INNER_PROD_TYPE

};



namespace result_of
{
  template<typename T>
  struct op_type_info
  {
    typedef typename T::ERROR_UNKNOWN_OP_TYPE   error_type;
  };

  // elementwise casts
  template<> struct op_type_info<op_element_cast<char> >      { enum { id = OPERATION_UNARY_CAST_CHAR_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_cast<unsigned char> >      { enum { id = OPERATION_UNARY_CAST_UCHAR_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_cast<short> >      { enum { id = OPERATION_UNARY_CAST_SHORT_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_cast<unsigned short> >      { enum { id = OPERATION_UNARY_CAST_USHORT_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_cast<int> >      { enum { id = OPERATION_UNARY_CAST_INT_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_cast<unsigned int> >      { enum { id = OPERATION_UNARY_CAST_UINT_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_cast<long> >      { enum { id = OPERATION_UNARY_CAST_LONG_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_cast<unsigned long> >      { enum { id = OPERATION_UNARY_CAST_ULONG_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_cast<float> >      { enum { id = OPERATION_UNARY_CAST_FLOAT_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_cast<double> >      { enum { id = OPERATION_UNARY_CAST_DOUBLE_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };

  // elementwise functions
  template<> struct op_type_info<op_element_unary<op_abs>   >      { enum { id = OPERATION_UNARY_ABS_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_acos>  >      { enum { id = OPERATION_UNARY_ACOS_TYPE,         family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_asin>  >      { enum { id = OPERATION_UNARY_ASIN_TYPE,         family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_atan>  >      { enum { id = OPERATION_UNARY_ATAN_TYPE,         family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_ceil>  >      { enum { id = OPERATION_UNARY_CEIL_TYPE,         family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_cos>   >      { enum { id = OPERATION_UNARY_COS_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_cosh>  >      { enum { id = OPERATION_UNARY_COSH_TYPE,         family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_exp>   >      { enum { id = OPERATION_UNARY_EXP_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_fabs>  >      { enum { id = OPERATION_UNARY_FABS_TYPE,         family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_floor> >      { enum { id = OPERATION_UNARY_FLOOR_TYPE,        family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_log>   >      { enum { id = OPERATION_UNARY_LOG_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_log10> >      { enum { id = OPERATION_UNARY_LOG10_TYPE,        family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_sin>   >      { enum { id = OPERATION_UNARY_SIN_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_sinh>  >      { enum { id = OPERATION_UNARY_SINH_TYPE,         family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_sqrt>  >      { enum { id = OPERATION_UNARY_SQRT_TYPE,         family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_tan>   >      { enum { id = OPERATION_UNARY_TAN_TYPE,          family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_unary<op_tanh>  >      { enum { id = OPERATION_UNARY_TANH_TYPE,         family = OPERATION_UNARY_TYPE_FAMILY}; };

  template<> struct op_type_info<op_element_binary<op_argmax> >       { enum { id = OPERATION_BINARY_ELEMENT_ARGMAX_TYPE ,     family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_argmin> >       { enum { id = OPERATION_BINARY_ELEMENT_ARGMIN_TYPE ,     family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_pow> >       { enum { id = OPERATION_BINARY_ELEMENT_POW_TYPE ,     family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_eq> >        { enum { id = OPERATION_BINARY_ELEMENT_EQ_TYPE,       family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_neq> >       { enum { id = OPERATION_BINARY_ELEMENT_NEQ_TYPE,      family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_greater> >   { enum { id = OPERATION_BINARY_ELEMENT_GREATER_TYPE,  family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_less> >      { enum { id = OPERATION_BINARY_ELEMENT_LESS_TYPE,     family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_geq> >       { enum { id = OPERATION_BINARY_ELEMENT_GEQ_TYPE,      family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_leq> >       { enum { id = OPERATION_BINARY_ELEMENT_LEQ_TYPE,      family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_fmax> >       { enum { id = OPERATION_BINARY_ELEMENT_FMAX_TYPE,    family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_fmin> >       { enum { id = OPERATION_BINARY_ELEMENT_FMIN_TYPE,    family = OPERATION_BINARY_TYPE_FAMILY}; };


  //structurewise function
  template<> struct op_type_info<op_norm_1                  >      { enum { id = OPERATION_UNARY_NORM_1_TYPE,        family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_norm_2                  >      { enum { id = OPERATION_UNARY_NORM_2_TYPE,        family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_norm_inf                >      { enum { id = OPERATION_UNARY_NORM_INF_TYPE,      family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_max                     >      { enum { id = OPERATION_UNARY_MAX_TYPE,           family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_min                     >      { enum { id = OPERATION_UNARY_MIN_TYPE,           family = OPERATION_UNARY_TYPE_FAMILY}; };

  template<> struct op_type_info<op_trans                   >      { enum { id = OPERATION_UNARY_TRANS_TYPE,         family = OPERATION_UNARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_row                   >      { enum { id = OPERATION_BINARY_MATRIX_ROW_TYPE,         family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_column                   >      { enum { id = OPERATION_BINARY_MATRIX_COLUMN_TYPE,         family = OPERATION_BINARY_TYPE_FAMILY}; };

  template<> struct op_type_info<op_matrix_diag>                    { enum { id = OPERATION_BINARY_MATRIX_DIAG_TYPE,   family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_vector_diag>                    { enum { id = OPERATION_BINARY_VECTOR_DIAG_TYPE,   family = OPERATION_BINARY_TYPE_FAMILY}; };

  template<> struct op_type_info<op_prod>                          { enum { id = OPERATION_BINARY_MAT_VEC_PROD_TYPE, family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_mat_mat_prod>                  { enum { id = OPERATION_BINARY_MAT_MAT_PROD_TYPE, family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_inner_prod>                    { enum { id = OPERATION_BINARY_INNER_PROD_TYPE,   family = OPERATION_BINARY_TYPE_FAMILY}; };

  //elementwise operator
  template<> struct op_type_info<op_assign>                        { enum { id = OPERATION_BINARY_ASSIGN_TYPE,       family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_inplace_add>                   { enum { id = OPERATION_BINARY_INPLACE_ADD_TYPE,  family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_inplace_sub>                   { enum { id = OPERATION_BINARY_INPLACE_SUB_TYPE,  family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_add>                           { enum { id = OPERATION_BINARY_ADD_TYPE,          family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_sub>                           { enum { id = OPERATION_BINARY_SUB_TYPE,          family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_prod> >      { enum { id = OPERATION_BINARY_ELEMENT_PROD_TYPE, family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_element_binary<op_div>  >      { enum { id = OPERATION_BINARY_ELEMENT_DIV_TYPE,  family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_mult>                          { enum { id = OPERATION_BINARY_MULT_TYPE,         family = OPERATION_BINARY_TYPE_FAMILY}; };
  template<> struct op_type_info<op_div>                           { enum { id = OPERATION_BINARY_DIV_TYPE,          family = OPERATION_BINARY_TYPE_FAMILY}; };

  template<> struct op_type_info<op_flip_sign>                     { enum { id = OPERATION_UNARY_MINUS_TYPE,         family = OPERATION_UNARY_TYPE_FAMILY}; };


} // namespace result_of





enum statement_node_type_family
{
  INVALID_TYPE_FAMILY = 0,

  // LHS or RHS are again an expression:
  COMPOSITE_OPERATION_FAMILY,

  // device scalars:
  SCALAR_TYPE_FAMILY,

  // vector:
  VECTOR_TYPE_FAMILY,

  // matrices:
  MATRIX_TYPE_FAMILY
};

enum statement_node_subtype
{
  INVALID_SUBTYPE = 0, //when type is COMPOSITE_OPERATION_FAMILY

  HOST_SCALAR_TYPE,
  DEVICE_SCALAR_TYPE,

  DENSE_VECTOR_TYPE,
  IMPLICIT_VECTOR_TYPE,

  DENSE_MATRIX_TYPE,
  IMPLICIT_MATRIX_TYPE,

  COMPRESSED_MATRIX_TYPE,
  COORDINATE_MATRIX_TYPE,
  ELL_MATRIX_TYPE,
  HYB_MATRIX_TYPE

  // other matrix types to be added here
};

enum statement_node_numeric_type
{
  INVALID_NUMERIC_TYPE = 0, //when type is COMPOSITE_OPERATION_FAMILY

  CHAR_TYPE,
  UCHAR_TYPE,
  SHORT_TYPE,
  USHORT_TYPE,
  INT_TYPE,
  UINT_TYPE,
  LONG_TYPE,
  ULONG_TYPE,
  HALF_TYPE,
  FLOAT_TYPE,
  DOUBLE_TYPE
};


namespace result_of
{

  template<typename T>
  struct numeric_type_id {};

  template<> struct numeric_type_id<char>           { enum { value = CHAR_TYPE   }; };
  template<> struct numeric_type_id<unsigned char>  { enum { value = UCHAR_TYPE  }; };
  template<> struct numeric_type_id<short>          { enum { value = SHORT_TYPE  }; };
  template<> struct numeric_type_id<unsigned short> { enum { value = USHORT_TYPE }; };
  template<> struct numeric_type_id<int>            { enum { value = INT_TYPE    }; };
  template<> struct numeric_type_id<unsigned int>   { enum { value = UINT_TYPE   }; };
  template<> struct numeric_type_id<long>           { enum { value = LONG_TYPE   }; };
  template<> struct numeric_type_id<unsigned long>  { enum { value = ULONG_TYPE  }; };
  template<> struct numeric_type_id<float>          { enum { value = FLOAT_TYPE  }; };
  template<> struct numeric_type_id<double>         { enum { value = DOUBLE_TYPE }; };

}



struct lhs_rhs_element
{
  statement_node_type_family   type_family;
  statement_node_subtype       subtype;
  statement_node_numeric_type  numeric_type;

  union
  {
    vcl_size_t        node_index;


    // host scalars:
    char               host_char;
    unsigned char      host_uchar;
    short              host_short;
    unsigned short     host_ushort;
    int                host_int;
    unsigned int       host_uint;
    long               host_long;
    unsigned long      host_ulong;
    float              host_float;
    double             host_double;

    // Note: ViennaCL types have potentially expensive copy-CTORs, hence using pointers:

    // scalars:
    viennacl::scalar<char>             *scalar_char;
    viennacl::scalar<unsigned char>    *scalar_uchar;
    viennacl::scalar<short>            *scalar_short;
    viennacl::scalar<unsigned short>   *scalar_ushort;
    viennacl::scalar<int>              *scalar_int;
    viennacl::scalar<unsigned int>     *scalar_uint;
    viennacl::scalar<long>             *scalar_long;
    viennacl::scalar<unsigned long>    *scalar_ulong;
    viennacl::scalar<float>            *scalar_float;
    viennacl::scalar<double>           *scalar_double;

    // vectors:
    viennacl::vector_base<char>             *vector_char;
    viennacl::vector_base<unsigned char>    *vector_uchar;
    viennacl::vector_base<short>            *vector_short;
    viennacl::vector_base<unsigned short>   *vector_ushort;
    viennacl::vector_base<int>              *vector_int;
    viennacl::vector_base<unsigned int>     *vector_uint;
    viennacl::vector_base<long>             *vector_long;
    viennacl::vector_base<unsigned long>    *vector_ulong;
    viennacl::vector_base<float>            *vector_float;
    viennacl::vector_base<double>           *vector_double;

    // implicit vectors:
    viennacl::implicit_vector_base<char>             *implicit_vector_char;
    viennacl::implicit_vector_base<unsigned char>    *implicit_vector_uchar;
    viennacl::implicit_vector_base<short>            *implicit_vector_short;
    viennacl::implicit_vector_base<unsigned short>   *implicit_vector_ushort;
    viennacl::implicit_vector_base<int>              *implicit_vector_int;
    viennacl::implicit_vector_base<unsigned int>     *implicit_vector_uint;
    viennacl::implicit_vector_base<long>             *implicit_vector_long;
    viennacl::implicit_vector_base<unsigned long>    *implicit_vector_ulong;
    viennacl::implicit_vector_base<float>            *implicit_vector_float;
    viennacl::implicit_vector_base<double>           *implicit_vector_double;

    // dense matrices:
    viennacl::matrix_base<char>             *matrix_char;
    viennacl::matrix_base<unsigned char>    *matrix_uchar;
    viennacl::matrix_base<short>            *matrix_short;
    viennacl::matrix_base<unsigned short>   *matrix_ushort;
    viennacl::matrix_base<int>              *matrix_int;
    viennacl::matrix_base<unsigned int>     *matrix_uint;
    viennacl::matrix_base<long>             *matrix_long;
    viennacl::matrix_base<unsigned long>    *matrix_ulong;
    viennacl::matrix_base<float>            *matrix_float;
    viennacl::matrix_base<double>           *matrix_double;

    viennacl::implicit_matrix_base<char>             *implicit_matrix_char;
    viennacl::implicit_matrix_base<unsigned char>    *implicit_matrix_uchar;
    viennacl::implicit_matrix_base<short>            *implicit_matrix_short;
    viennacl::implicit_matrix_base<unsigned short>   *implicit_matrix_ushort;
    viennacl::implicit_matrix_base<int>              *implicit_matrix_int;
    viennacl::implicit_matrix_base<unsigned int>     *implicit_matrix_uint;
    viennacl::implicit_matrix_base<long>             *implicit_matrix_long;
    viennacl::implicit_matrix_base<unsigned long>    *implicit_matrix_ulong;
    viennacl::implicit_matrix_base<float>            *implicit_matrix_float;
    viennacl::implicit_matrix_base<double>           *implicit_matrix_double;

    //viennacl::compressed_matrix<float>    *compressed_matrix_char;
    //viennacl::compressed_matrix<double>   *compressed_matrix_uchar;
    //viennacl::compressed_matrix<float>    *compressed_matrix_short;
    //viennacl::compressed_matrix<double>   *compressed_matrix_ushort;
    //viennacl::compressed_matrix<float>    *compressed_matrix_int;
    //viennacl::compressed_matrix<double>   *compressed_matrix_uint;
    //viennacl::compressed_matrix<float>    *compressed_matrix_long;
    //viennacl::compressed_matrix<double>   *compressed_matrix_ulong;
    viennacl::compressed_matrix<float>    *compressed_matrix_float;
    viennacl::compressed_matrix<double>   *compressed_matrix_double;

    //viennacl::coordinate_matrix<float>    *coordinate_matrix_char;
    //viennacl::coordinate_matrix<double>   *coordinate_matrix_uchar;
    //viennacl::coordinate_matrix<float>    *coordinate_matrix_short;
    //viennacl::coordinate_matrix<double>   *coordinate_matrix_ushort;
    //viennacl::coordinate_matrix<float>    *coordinate_matrix_int;
    //viennacl::coordinate_matrix<double>   *coordinate_matrix_uint;
    //viennacl::coordinate_matrix<float>    *coordinate_matrix_long;
    //viennacl::coordinate_matrix<double>   *coordinate_matrix_ulong;
    viennacl::coordinate_matrix<float>    *coordinate_matrix_float;
    viennacl::coordinate_matrix<double>   *coordinate_matrix_double;

    //viennacl::ell_matrix<float>    *ell_matrix_char;
    //viennacl::ell_matrix<double>   *ell_matrix_uchar;
    //viennacl::ell_matrix<float>    *ell_matrix_short;
    //viennacl::ell_matrix<double>   *ell_matrix_ushort;
    //viennacl::ell_matrix<float>    *ell_matrix_int;
    //viennacl::ell_matrix<double>   *ell_matrix_uint;
    //viennacl::ell_matrix<float>    *ell_matrix_long;
    //viennacl::ell_matrix<double>   *ell_matrix_ulong;
    viennacl::ell_matrix<float>    *ell_matrix_float;
    viennacl::ell_matrix<double>   *ell_matrix_double;

    //viennacl::hyb_matrix<float>    *hyb_matrix_char;
    //viennacl::hyb_matrix<double>   *hyb_matrix_uchar;
    //viennacl::hyb_matrix<float>    *hyb_matrix_short;
    //viennacl::hyb_matrix<double>   *hyb_matrix_ushort;
    //viennacl::hyb_matrix<float>    *hyb_matrix_int;
    //viennacl::hyb_matrix<double>   *hyb_matrix_uint;
    //viennacl::hyb_matrix<float>    *hyb_matrix_long;
    //viennacl::hyb_matrix<double>   *hyb_matrix_ulong;
    viennacl::hyb_matrix<float>    *hyb_matrix_float;
    viennacl::hyb_matrix<double>   *hyb_matrix_double;
  };
};


struct op_element
{
  operation_node_type_family   type_family;
  operation_node_type          type;
};

struct statement_node
{
  lhs_rhs_element    lhs;
  op_element         op;
  lhs_rhs_element    rhs;
};

namespace result_of
{

  template<class T> struct num_nodes { enum { value = 0 }; };
  template<class LHS, class OP, class RHS> struct num_nodes<       vector_expression<LHS, RHS, OP> > { enum { value = 1 + num_nodes<LHS>::value + num_nodes<RHS>::value + num_nodes<OP>::value }; };
  template<class LHS, class OP, class RHS> struct num_nodes< const vector_expression<LHS, RHS, OP> > { enum { value = 1 + num_nodes<LHS>::value + num_nodes<RHS>::value + num_nodes<OP>::value }; };
  template<class LHS, class OP, class RHS> struct num_nodes<       matrix_expression<LHS, RHS, OP> > { enum { value = 1 + num_nodes<LHS>::value + num_nodes<RHS>::value + num_nodes<OP>::value }; };
  template<class LHS, class OP, class RHS> struct num_nodes< const matrix_expression<LHS, RHS, OP> > { enum { value = 1 + num_nodes<LHS>::value + num_nodes<RHS>::value + num_nodes<OP>::value }; };
  template<class LHS, class OP, class RHS> struct num_nodes<       scalar_expression<LHS, RHS, OP> > { enum { value = 1 + num_nodes<LHS>::value + num_nodes<RHS>::value + num_nodes<OP>::value }; };
  template<class LHS, class OP, class RHS> struct num_nodes< const scalar_expression<LHS, RHS, OP> > { enum { value = 1 + num_nodes<LHS>::value + num_nodes<RHS>::value + num_nodes<OP>::value }; };

}

class statement
{
public:
  typedef statement_node              value_type;
  typedef viennacl::vcl_size_t        size_type;
  typedef std::vector<value_type>     container_type;

  statement(container_type const & custom_array) : array_(custom_array) {}

  template<typename LHS, typename OP, typename RHS>
  statement(LHS & lhs, OP const &, RHS const & rhs) : array_(1 + result_of::num_nodes<RHS>::value)
  {
    // set OP:
    array_[0].op.type_family = operation_node_type_family(result_of::op_type_info<OP>::family);
    array_[0].op.type        = operation_node_type(result_of::op_type_info<OP>::id);

    // set LHS:
    add_lhs(0, 1, lhs);

    // set RHS:
    add_rhs(0, 1, rhs);
  }

  container_type const & array() const { return array_; }

  size_type root() const { return 0; }


  static void assign_element(lhs_rhs_element & elem, char const & t) { elem.host_char  = t; }
  static void assign_element(lhs_rhs_element & elem, unsigned char const & t) { elem.host_uchar  = t; }
  static void assign_element(lhs_rhs_element & elem, short const & t) { elem.host_short  = t; }
  static void assign_element(lhs_rhs_element & elem, unsigned short const & t) { elem.host_ushort  = t; }
  static void assign_element(lhs_rhs_element & elem, int const & t) { elem.host_int  = t; }
  static void assign_element(lhs_rhs_element & elem, unsigned int const & t) { elem.host_uint  = t; }
  static void assign_element(lhs_rhs_element & elem, long const & t) { elem.host_long  = t; }
  static void assign_element(lhs_rhs_element & elem, unsigned long const & t) { elem.host_ulong  = t; }
  static void assign_element(lhs_rhs_element & elem, float const & t) { elem.host_float  = t; }
  static void assign_element(lhs_rhs_element & elem, double const & t) { elem.host_double = t; }

  static void assign_element(lhs_rhs_element & elem, viennacl::scalar<char>  const & t) { elem.scalar_char  = const_cast<viennacl::scalar<char> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::scalar<unsigned char>  const & t) { elem.scalar_uchar  = const_cast<viennacl::scalar<unsigned char> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::scalar<short>  const & t) { elem.scalar_short  = const_cast<viennacl::scalar<short> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::scalar<unsigned short>  const & t) { elem.scalar_ushort  = const_cast<viennacl::scalar<unsigned short> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::scalar<int>  const & t) { elem.scalar_int  = const_cast<viennacl::scalar<int> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::scalar<unsigned int>  const & t) { elem.scalar_uint  = const_cast<viennacl::scalar<unsigned int> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::scalar<long>  const & t) { elem.scalar_long  = const_cast<viennacl::scalar<long> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::scalar<unsigned long>  const & t) { elem.scalar_ulong  = const_cast<viennacl::scalar<unsigned long> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::scalar<float>  const & t) { elem.scalar_float  = const_cast<viennacl::scalar<float> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::scalar<double> const & t) { elem.scalar_double = const_cast<viennacl::scalar<double> *>(&t); }

  static void assign_element(lhs_rhs_element & elem, viennacl::vector_base<char>  const & t) { elem.vector_char  = const_cast<viennacl::vector_base<char> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::vector_base<unsigned char>  const & t) { elem.vector_uchar  = const_cast<viennacl::vector_base<unsigned char> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::vector_base<short>  const & t) { elem.vector_short  = const_cast<viennacl::vector_base<short> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::vector_base<unsigned short>  const & t) { elem.vector_ushort  = const_cast<viennacl::vector_base<unsigned short> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::vector_base<int>  const & t) { elem.vector_int  = const_cast<viennacl::vector_base<int> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::vector_base<unsigned int>  const & t) { elem.vector_uint  = const_cast<viennacl::vector_base<unsigned int> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::vector_base<long>  const & t) { elem.vector_long  = const_cast<viennacl::vector_base<long> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::vector_base<unsigned long>  const & t) { elem.vector_ulong  = const_cast<viennacl::vector_base<unsigned long> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::vector_base<float>  const & t) { elem.vector_float  = const_cast<viennacl::vector_base<float> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::vector_base<double> const & t) { elem.vector_double = const_cast<viennacl::vector_base<double> *>(&t); }

  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_vector_base<char>  const & t) { elem.implicit_vector_char  = const_cast<viennacl::implicit_vector_base<char> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_vector_base<unsigned char>  const & t) { elem.implicit_vector_uchar  = const_cast<viennacl::implicit_vector_base<unsigned char> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_vector_base<short>  const & t) { elem.implicit_vector_short  = const_cast<viennacl::implicit_vector_base<short> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_vector_base<unsigned short>  const & t) { elem.implicit_vector_ushort  = const_cast<viennacl::implicit_vector_base<unsigned short> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_vector_base<int>  const & t) { elem.implicit_vector_int  = const_cast<viennacl::implicit_vector_base<int> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_vector_base<unsigned int>  const & t) { elem.implicit_vector_uint  = const_cast<viennacl::implicit_vector_base<unsigned int> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_vector_base<long>  const & t) { elem.implicit_vector_long  = const_cast<viennacl::implicit_vector_base<long> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_vector_base<unsigned long>  const & t) { elem.implicit_vector_ulong  = const_cast<viennacl::implicit_vector_base<unsigned long> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_vector_base<float>  const & t) { elem.implicit_vector_float  = const_cast<viennacl::implicit_vector_base<float> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_vector_base<double> const & t) { elem.implicit_vector_double = const_cast<viennacl::implicit_vector_base<double> *>(&t); }

  // TODO: add integer matrix overloads here
  static void assign_element(lhs_rhs_element & elem, viennacl::matrix_base<char>  const & t) { elem.matrix_char  = const_cast<viennacl::matrix_base<char> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::matrix_base<unsigned char>  const & t) { elem.matrix_uchar  = const_cast<viennacl::matrix_base<unsigned char> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::matrix_base<short>  const & t) { elem.matrix_short  = const_cast<viennacl::matrix_base<short> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::matrix_base<unsigned short>  const & t) { elem.matrix_ushort  = const_cast<viennacl::matrix_base<unsigned short> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::matrix_base<int>  const & t) { elem.matrix_int  = const_cast<viennacl::matrix_base<int> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::matrix_base<unsigned int>  const & t) { elem.matrix_uint  = const_cast<viennacl::matrix_base<unsigned int> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::matrix_base<long>  const & t) { elem.matrix_long  = const_cast<viennacl::matrix_base<long> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::matrix_base<unsigned long>  const & t) { elem.matrix_ulong  = const_cast<viennacl::matrix_base<unsigned long> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::matrix_base<float> const & t) { elem.matrix_float  = const_cast<viennacl::matrix_base<float> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::matrix_base<double> const & t) { elem.matrix_double = const_cast<viennacl::matrix_base<double> *>(&t); }

  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_matrix_base<char>  const & t) { elem.implicit_matrix_char  = const_cast<viennacl::implicit_matrix_base<char> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_matrix_base<unsigned char>  const & t) { elem.implicit_matrix_uchar  = const_cast<viennacl::implicit_matrix_base<unsigned char> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_matrix_base<short>  const & t) { elem.implicit_matrix_short  = const_cast<viennacl::implicit_matrix_base<short> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_matrix_base<unsigned short>  const & t) { elem.implicit_matrix_ushort  = const_cast<viennacl::implicit_matrix_base<unsigned short> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_matrix_base<int>  const & t) { elem.implicit_matrix_int  = const_cast<viennacl::implicit_matrix_base<int> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_matrix_base<unsigned int>  const & t) { elem.implicit_matrix_uint  = const_cast<viennacl::implicit_matrix_base<unsigned int> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_matrix_base<long>  const & t) { elem.implicit_matrix_long  = const_cast<viennacl::implicit_matrix_base<long> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_matrix_base<unsigned long>  const & t) { elem.implicit_matrix_ulong  = const_cast<viennacl::implicit_matrix_base<unsigned long> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_matrix_base<float> const & t) { elem.implicit_matrix_float  = const_cast<viennacl::implicit_matrix_base<float> *>(&t); }
  static void assign_element(lhs_rhs_element & elem, viennacl::implicit_matrix_base<double> const & t) { elem.implicit_matrix_double = const_cast<viennacl::implicit_matrix_base<double> *>(&t); }

  static void assign_element(lhs_rhs_element & elem, viennacl::compressed_matrix<float>  const & m) { elem.compressed_matrix_float  = const_cast<viennacl::compressed_matrix<float>  *>(&m); }
  static void assign_element(lhs_rhs_element & elem, viennacl::compressed_matrix<double> const & m) { elem.compressed_matrix_double = const_cast<viennacl::compressed_matrix<double> *>(&m); }

  static void assign_element(lhs_rhs_element & elem, viennacl::coordinate_matrix<float>  const & m) { elem.coordinate_matrix_float  = const_cast<viennacl::coordinate_matrix<float>  *>(&m); }
  static void assign_element(lhs_rhs_element & elem, viennacl::coordinate_matrix<double> const & m) { elem.coordinate_matrix_double = const_cast<viennacl::coordinate_matrix<double> *>(&m); }

  static void assign_element(lhs_rhs_element & elem, viennacl::ell_matrix<float>  const & m) { elem.ell_matrix_float  = const_cast<viennacl::ell_matrix<float>  *>(&m); }
  static void assign_element(lhs_rhs_element & elem, viennacl::ell_matrix<double> const & m) { elem.ell_matrix_double = const_cast<viennacl::ell_matrix<double> *>(&m); }

  static void assign_element(lhs_rhs_element & elem, viennacl::hyb_matrix<float>  const & m) { elem.hyb_matrix_float  = const_cast<viennacl::hyb_matrix<float>  *>(&m); }
  static void assign_element(lhs_rhs_element & elem, viennacl::hyb_matrix<double> const & m) { elem.hyb_matrix_double = const_cast<viennacl::hyb_matrix<double> *>(&m); }


  template<class T>
  static typename viennacl::enable_if<viennacl::is_primitive_type<T>::value, vcl_size_t>::type
  add_element(vcl_size_t       next_free,
              lhs_rhs_element & elem,
              T const &    t)
  {
    elem.type_family  = SCALAR_TYPE_FAMILY;
    elem.subtype      = HOST_SCALAR_TYPE;
    elem.numeric_type = statement_node_numeric_type(result_of::numeric_type_id<T>::value);
    assign_element(elem, t);
    return next_free;
  }

  template<typename T>
  static vcl_size_t add_element(vcl_size_t next_free,
                                lhs_rhs_element            & elem,
                                viennacl::scalar<T> const & t)
  {
    elem.type_family  = SCALAR_TYPE_FAMILY;
    elem.subtype      = DEVICE_SCALAR_TYPE;
    elem.numeric_type = statement_node_numeric_type(result_of::numeric_type_id<T>::value);
    assign_element(elem, t);
    return next_free;
  }


  template<typename T>
  static vcl_size_t add_element(vcl_size_t next_free,
                                lhs_rhs_element            & elem,
                                viennacl::vector_base<T> const & t)
  {
    elem.type_family           = VECTOR_TYPE_FAMILY;
    elem.subtype               = DENSE_VECTOR_TYPE;
    elem.numeric_type          = statement_node_numeric_type(result_of::numeric_type_id<T>::value);
    assign_element(elem, t);
    return next_free;
  }

  template<typename T>
  static vcl_size_t add_element(vcl_size_t next_free,
                                lhs_rhs_element            & elem,
                                viennacl::implicit_vector_base<T> const & t)
  {
    elem.type_family           = VECTOR_TYPE_FAMILY;
    elem.subtype               = IMPLICIT_VECTOR_TYPE;
    elem.numeric_type          = statement_node_numeric_type(result_of::numeric_type_id<T>::value);
    assign_element(elem, t);
    return next_free;
  }

  template<typename T>
  static vcl_size_t add_element(vcl_size_t next_free,
                                lhs_rhs_element            & elem,
                                viennacl::matrix_base<T> const & t)
  {
    elem.type_family  = MATRIX_TYPE_FAMILY;
    elem.subtype      = DENSE_MATRIX_TYPE;
    elem.numeric_type = statement_node_numeric_type(result_of::numeric_type_id<T>::value);
    assign_element(elem, t);
    return next_free;
  }

  template<typename T>
  static vcl_size_t add_element(vcl_size_t next_free,
                                lhs_rhs_element            & elem,
                                viennacl::implicit_matrix_base<T> const & t)
  {
    elem.type_family  = MATRIX_TYPE_FAMILY;
    elem.subtype      = IMPLICIT_MATRIX_TYPE;
    elem.numeric_type = statement_node_numeric_type(result_of::numeric_type_id<T>::value);
    assign_element(elem, t);
    return next_free;
  }

  template<typename T>
  static vcl_size_t add_element(vcl_size_t next_free,
                                lhs_rhs_element            & elem,
                                viennacl::compressed_matrix<T> const & t)
  {
    elem.type_family  = MATRIX_TYPE_FAMILY;
    elem.subtype      = COMPRESSED_MATRIX_TYPE;
    elem.numeric_type = statement_node_numeric_type(result_of::numeric_type_id<T>::value);
    assign_element(elem, t);
    return next_free;
  }

  template<typename T>
  static vcl_size_t add_element(vcl_size_t next_free,
                                lhs_rhs_element            & elem,
                                viennacl::coordinate_matrix<T> const & t)
  {
    elem.type_family  = MATRIX_TYPE_FAMILY;
    elem.subtype      = COORDINATE_MATRIX_TYPE;
    elem.numeric_type = statement_node_numeric_type(result_of::numeric_type_id<T>::value);
    assign_element(elem, t);
    return next_free;
  }

  template<typename T>
  static vcl_size_t add_element(vcl_size_t next_free,
                                lhs_rhs_element            & elem,
                                viennacl::ell_matrix<T> const & t)
  {
    elem.type_family  = MATRIX_TYPE_FAMILY;
    elem.subtype      = ELL_MATRIX_TYPE;
    elem.numeric_type = statement_node_numeric_type(result_of::numeric_type_id<T>::value);
    assign_element(elem, t);
    return next_free;
  }

  template<typename T>
  static vcl_size_t add_element(vcl_size_t next_free,
                                lhs_rhs_element            & elem,
                                viennacl::hyb_matrix<T> const & t)
  {
    elem.type_family  = MATRIX_TYPE_FAMILY;
    elem.subtype      = HYB_MATRIX_TYPE;
    elem.numeric_type = statement_node_numeric_type(result_of::numeric_type_id<T>::value);
    assign_element(elem, t);
    return next_free;
  }

private:


  template<typename LHS, typename RHS, typename OP>
  vcl_size_t add_element(vcl_size_t       next_free,
                         lhs_rhs_element & elem,
                         viennacl::scalar_expression<LHS, RHS, OP> const & t)
  {
    elem.type_family  = COMPOSITE_OPERATION_FAMILY;
    elem.subtype      = INVALID_SUBTYPE;
    elem.numeric_type = INVALID_NUMERIC_TYPE;
    elem.node_index   = next_free;
    return add_node(next_free, next_free + 1, t);
  }

  template<typename LHS, typename RHS, typename OP>
  vcl_size_t add_element(vcl_size_t       next_free,
                         lhs_rhs_element & elem,
                         viennacl::vector_expression<LHS, RHS, OP> const & t)
  {
    elem.type_family  = COMPOSITE_OPERATION_FAMILY;
    elem.subtype      = INVALID_SUBTYPE;
    elem.numeric_type = INVALID_NUMERIC_TYPE;
    elem.node_index   = next_free;
    return add_node(next_free, next_free + 1, t);
  }

  template<typename LHS, typename RHS, typename OP>
  vcl_size_t add_element(vcl_size_t next_free,
                         lhs_rhs_element & elem,
                         viennacl::matrix_expression<LHS, RHS, OP> const & t)
  {
    elem.type_family   = COMPOSITE_OPERATION_FAMILY;
    elem.subtype      = INVALID_SUBTYPE;
    elem.numeric_type = INVALID_NUMERIC_TYPE;
    elem.node_index    = next_free;
    return add_node(next_free, next_free + 1, t);
  }



  template<typename T>
  vcl_size_t add_lhs(vcl_size_t current_index, vcl_size_t next_free, T const & t)
  {
    return add_element(next_free, array_[current_index].lhs, t);
  }

  template<typename T>
  vcl_size_t add_rhs(vcl_size_t current_index, vcl_size_t next_free, T const & t)
  {
    return add_element(next_free, array_[current_index].rhs, t);
  }


  template<template<typename, typename, typename> class ExpressionT, typename LHS, typename RHS, typename OP>
  vcl_size_t add_node(vcl_size_t current_index, vcl_size_t next_free, ExpressionT<LHS, RHS, OP> const & proxy)
  {
    // set OP:
    array_[current_index].op.type_family = operation_node_type_family(result_of::op_type_info<OP>::family);
    array_[current_index].op.type        = operation_node_type(result_of::op_type_info<OP>::id);

    // set LHS and RHS:
    if (array_[current_index].op.type_family == OPERATION_UNARY_TYPE_FAMILY)
    {
      // unary expression: set rhs to invalid:
      array_[current_index].rhs.type_family  = INVALID_TYPE_FAMILY;
      array_[current_index].rhs.subtype      = INVALID_SUBTYPE;
      array_[current_index].rhs.numeric_type = INVALID_NUMERIC_TYPE;
      return add_lhs(current_index, next_free, proxy.lhs());
    }

    return add_rhs(current_index, add_lhs(current_index, next_free, proxy.lhs()), proxy.rhs());
  }

  container_type   array_;
};

namespace detail
{
  inline void execute_composite(statement const & /* s */, statement_node const & /* root_node */);
}

} // namespace scheduler
} // namespace viennacl

#endif