triton/lib/kernels/templates/tools/map.hpp

#include <string>
#include <vector>
#include "isaac/kernels/mapped_object.h"
#include "isaac/kernels/parse.h"

namespace isaac
{

namespace templates
{

class map_functor : public traversal_functor
{

  numeric_type get_numeric_type(isaac::array_expression const * array_expression, size_t root_idx) const
{
  array_expression::node const * root_node = &array_expression->tree()[root_idx];
  while (root_node->lhs.dtype==INVALID_NUMERIC_TYPE)
    root_node = &array_expression->tree()[root_node->lhs.node_index];
  return root_node->lhs.dtype;
}

  template<class T>
  std::shared_ptr<mapped_object> binary_leaf(isaac::array_expression const * array_expression, size_t root_idx, mapping_type const * mapping) const
{
  return std::shared_ptr<mapped_object>(new T(to_string(array_expression->dtype()), binder_.get(), mapped_object::node_info(mapping, array_expression, root_idx)));
}

  std::shared_ptr<mapped_object> create(numeric_type dtype, values_holder) const
  {
    std::string strdtype = to_string(dtype);
    return std::shared_ptr<mapped_object>(new mapped_host_scalar(strdtype, binder_.get()));
  }

  std::shared_ptr<mapped_object> create(array const * a)  const
  {
    std::string dtype = to_string(a->dtype());
    unsigned int id = binder_.get(a->data());
    //Scalar
    if(a->shape()[0]==1 && a->shape()[1]==1)
      return std::shared_ptr<mapped_object>(new mapped_array(dtype, id, 's'));
    //Column vector
    else if(a->shape()[0]>1 && a->shape()[1]==1)
      return std::shared_ptr<mapped_object>(new mapped_array(dtype, id, 'c'));
    //Row vector
    else if(a->shape()[0]==1 && a->shape()[1]>1)
      return std::shared_ptr<mapped_object>(new mapped_array(dtype, id, 'r'));
    //Matrix
    else
      return std::shared_ptr<mapped_object>(new mapped_array(dtype, id, 'm'));
  }

  std::shared_ptr<mapped_object> create(repeat_infos const &) const
  {
    //TODO: Make it less specific!
    return std::shared_ptr<mapped_object>(new mapped_tuple(size_type(device_),binder_.get(),4));
  }

  std::shared_ptr<mapped_object> create(lhs_rhs_element const & lhs_rhs) const
  {
    switch(lhs_rhs.type_family)
    {
      case INFOS_TYPE_FAMILY: return create(lhs_rhs.tuple);
      case VALUE_TYPE_FAMILY: return create(lhs_rhs.dtype, lhs_rhs.vscalar);
      case ARRAY_TYPE_FAMILY: return create(lhs_rhs.array);
      default: throw "";
    }
  }


public:
  map_functor(symbolic_binder & binder, mapping_type & mapping, const driver::Device &device)
      : binder_(binder), mapping_(mapping), device_(device)
  {
  }

  void operator()(isaac::array_expression const & array_expression, size_t root_idx, leaf_t leaf_t) const
  {
      {
        mapping_type::key_type key(root_idx, leaf_t);
        array_expression::node const & root_node = array_expression.tree()[root_idx];

        if (leaf_t == LHS_NODE_TYPE && root_node.lhs.type_family != COMPOSITE_OPERATOR_FAMILY)
          mapping_.insert(mapping_type::value_type(key, create(root_node.lhs)));
        else if (leaf_t == RHS_NODE_TYPE && root_node.rhs.type_family != COMPOSITE_OPERATOR_FAMILY)
          mapping_.insert(mapping_type::value_type(key, create(root_node.rhs)));
        else if ( leaf_t== PARENT_NODE_TYPE)
        {
          if (root_node.op.type==OPERATOR_VDIAG_TYPE)
            mapping_.insert(mapping_type::value_type(key, binary_leaf<mapped_vdiag>(&array_expression, root_idx, &mapping_)));
          else if (root_node.op.type==OPERATOR_MATRIX_DIAG_TYPE)
            mapping_.insert(mapping_type::value_type(key, binary_leaf<mapped_matrix_diag>(&array_expression, root_idx, &mapping_)));
          else if (root_node.op.type==OPERATOR_MATRIX_ROW_TYPE)
            mapping_.insert(mapping_type::value_type(key, binary_leaf<mapped_matrix_row>(&array_expression, root_idx, &mapping_)));
          else if (root_node.op.type==OPERATOR_MATRIX_COLUMN_TYPE)
            mapping_.insert(mapping_type::value_type(key, binary_leaf<mapped_matrix_column>(&array_expression, root_idx, &mapping_)));
          else if (detail::is_scalar_dot(root_node))
            mapping_.insert(mapping_type::value_type(key, binary_leaf<mapped_scalar_dot>(&array_expression, root_idx, &mapping_)));
          else if (detail::is_vector_dot(root_node))
            mapping_.insert(mapping_type::value_type(key, binary_leaf<mapped_gemv>(&array_expression, root_idx, &mapping_)));
          else if (root_node.op.type_family == OPERATOR_GEMM_TYPE_FAMILY)
            mapping_.insert(mapping_type::value_type(key, binary_leaf<mapped_gemm>(&array_expression, root_idx, &mapping_)));
          else if (root_node.op.type == OPERATOR_REPEAT_TYPE)
            mapping_.insert(mapping_type::value_type(key, binary_leaf<mapped_repeat>(&array_expression, root_idx, &mapping_)));
          else if (root_node.op.type == OPERATOR_OUTER_PROD_TYPE)
            mapping_.insert(mapping_type::value_type(key, binary_leaf<mapped_outer>(&array_expression, root_idx, &mapping_)));
          else if (detail::is_cast(root_node.op))
            mapping_.insert(mapping_type::value_type(key, std::shared_ptr<mapped_object>(new mapped_cast(root_node.op.type, binder_.get()))));
        }
      }
  }
private:
  symbolic_binder & binder_;
  mapping_type & mapping_;
  driver::Device const & device_;
};


}

}