I have a std::vector in each process and would like to sum them up by element in a master process such that
v_master[0] = v_worker1[0] + v_worker2[0] +...
v_master[1] = v_worker1[1] + v_worker2[1] +...
...
boost::mpi::reduce(world, v_worker, v_master, std::plus<int>(), masterID) doesn't cut it because std::add only works for individual vector elements but not for a whole vector.
So I could define my own functor
struct vplus
: public std::binary_function
{ // functor for operator+
std::vector<int> operator()(const std::vector<int>& _Left, const std::vector<int>& _Right) const
{ // apply operator+ to operands
std::vector<int> v(_Left.size());
std::transform(_Left.begin(), _Left.end(), _Right.begin(), v.begin(), std::plus<int>());
return (v);
}
};
and apply it like so in the distributor
boost::mpi::reduce(world, a, b, vplus(), 0);
This works, but here is my question: the functor makes a new vector v that gets returned and (do I say this right?) passed on to boost::mpi::reduce and goes out of scope. This making of a new vector strikes me as superfluous and wasteful (think big vectors) - should I avoid it, and if so, how?
Cheers,Sven
working on CUDA+Thrust+MPI for medical image processing
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