Permalink
a534e77 Sep 2, 2009
@wnbell @jaredhoberock
71 lines (62 sloc) 2.44 KB
#include <thrust/for_each.h>
#include <thrust/device_vector.h>
#include <thrust/iterator/zip_iterator.h>
#include <iostream>
// This example shows how to implement an arbitrary transformation of
// the form output[i] = F(first[i], second[i], third[i], ... ).
// In this example, we use a function with 3 inputs and 1 output.
//
// Iterators for all four vectors (3 inputs + 1 output) are "zipped"
// into a single sequence of tuples with the zip_iterator.
//
// The arbitrary_functor receives a tuple that contains four elements,
// which are references to values in each of the four sequences. When we
// access the tuple 't' with the get() function,
// get<0>(t) returns a reference to A[i],
// get<1>(t) returns a reference to B[i],
// get<2>(t) returns a reference to C[i],
// get<3>(t) returns a reference to D[i].
//
// In this example, we can implement the transformation,
// D[i] = A[i] + B[i] * C[i];
// by invoking arbitrary_functor() on each of the tuples using for_each.
//
// Note that we could extend this example to implement functions with an
// arbitrary number of input arguments by zipping more sequence together.
// With the same approach we can have multiple *output* sequences, if we
// wanted to implement something like
// D[i] = A[i] + B[i] * C[i];
// E[i] = A[i] + B[i] + C[i];
//
// The possibilities are endless! :)
struct arbitrary_functor
{
template <typename Tuple>
__host__ __device__
void operator()(Tuple t)
{
// D[i] = A[i] + B[i] * C[i];
thrust::get<3>(t) = thrust::get<0>(t) + thrust::get<1>(t) * thrust::get<2>(t);
}
};
int main(void)
{
// allocate storage
thrust::device_vector<float> A(5);
thrust::device_vector<float> B(5);
thrust::device_vector<float> C(5);
thrust::device_vector<float> D(5);
// initialize input vectors
A[0] = 3; B[0] = 6; C[0] = 2;
A[1] = 4; B[1] = 7; C[1] = 5;
A[2] = 0; B[2] = 2; C[2] = 7;
A[3] = 8; B[3] = 1; C[3] = 4;
A[4] = 2; B[4] = 8; C[4] = 3;
// apply the transformation
thrust::for_each(thrust::make_zip_iterator(thrust::make_tuple(A.begin(), B.begin(), C.begin(), D.begin())),
thrust::make_zip_iterator(thrust::make_tuple(A.end(), B.end(), C.end(), D.end())),
arbitrary_functor());
// print the output
for(int i = 0; i < 5; i++)
std::cout << A[i] << " + " << B[i] << " * " << C[i] << " = " << D[i] << std::endl;
}