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atomic_four_vector_add_op.hpp

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Atomic Vector Add Operator: Example Implementation

Forward Mode

see theory for forward mode Addition .

Reverse Mode

see theory for reverse mode Addition .

Example

The file atomic_four_vector_add.cpp contains an example and test for this operator.

Source

# include <cppad/example/atomic_four/vector/vector.hpp>

namespace CppAD { // BEGIN_CPPAD_NAMESPACE
// ---------------------------------------------------------------------------
// comment below is used by atomic_vector.omh
// BEGIN forward_add
template <class Base>
void atomic_vector<Base>::forward_add(
   size_t                                           m,
   size_t                                           p,
   size_t                                           q,
   const CppAD::vector<Base>&                       tx,
   CppAD::vector<Base>&                             ty)
{
   for(size_t k = p; k < q; ++k)
   {  for(size_t i = 0; i < m; ++i)
      {  size_t u_index  =       i * q + k;
         size_t v_index  = (m + i) * q + k;
         size_t y_index  =       i * q + k;
         // y_i^k = u_i^k + v_i^k
         ty[y_index]     = tx[u_index] + tx[v_index];
      }
   }
}
template <class Base>
void atomic_vector<Base>::forward_add(
   size_t                                           m,
   size_t                                           p,
   size_t                                           q,
   const CppAD::vector< CppAD::AD<Base> >&          atx,
   CppAD::vector< CppAD::AD<Base> >&                aty)
{  size_t n = 2 * m;
   assert( atx.size() == n * q );
   assert( aty.size() == m * q );
   //
   // atu, atv
   ad_const_iterator atu = atx.begin();
   ad_const_iterator atv = atu + ad_difference_type(m * q);
   //
   // ax
   ad_vector ax(n);
   ad_iterator au = ax.begin();
   ad_iterator av = au + ad_difference_type(m);
   //
   // ay
   ad_vector ay(m);
   //
   for(size_t k = p; k < q; ++k)
   {  // au = u^k
      copy_mat_to_vec(m, q, k, atu, au);
      // av = v^k
      copy_mat_to_vec(m, q, k, atv, av);
      // ay = au + av
      (*this)(add_enum, ax, ay); // atomic vector add
      // y^k = ay
      copy_vec_to_mat(m, q, k, ay.begin(), aty.begin() );
   }
}
// END forward_add
// comment above is used by atomic_vector.omh
// ---------------------------------------------------------------------------
// reverse_add
template <class Base>
void atomic_vector<Base>::reverse_add(
   size_t                                           m,
   size_t                                           q,
   const CppAD::vector<Base>&                       tx,
   const CppAD::vector<Base>&                       ty,
   CppAD::vector<Base>&                             px,
   const CppAD::vector<Base>&                       py)
{
   for(size_t k = 0; k < q; ++k)
   {  for(size_t i = 0; i < m; ++i)
      {  size_t u_index  =       i * q + k;
         size_t v_index  = (m + i) * q + k;
         size_t y_index  =       i * q + k;
         // y_i^k = u_i^k + v_i^k
         px[u_index] = py[y_index];
         px[v_index] = py[y_index];
      }
   }
}
template <class Base>
void atomic_vector<Base>::reverse_add(
   size_t                                           m,
   size_t                                           q,
   const CppAD::vector< CppAD::AD<Base> >&          atx,
   const CppAD::vector< CppAD::AD<Base> >&          aty,
   CppAD::vector< CppAD::AD<Base> >&                apx,
   const CppAD::vector< CppAD::AD<Base> >&          apy)
{
   //
   // just copying values does not add any operators to the tape.
   for(size_t k = 0; k < q; ++k)
   {  for(size_t i = 0; i < m; ++i)
      {  size_t u_index  =       i * q + k;
         size_t v_index  = (m + i) * q + k;
         size_t y_index  =       i * q + k;
         // y_i^k = u_i^k + v_i^k
         apx[u_index] = apy[y_index];
         apx[v_index] = apy[y_index];
      }
   }
}
} // END_CPPAD_NAMESPACE