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#include <mpi.h>#include <boost/thread/thread.hpp>
 using namespace boost;
 
 #define PROC (8)
 
 // kernel
 kernel void sub1(float x[], float y[],
 out float xout<>, out float eout<>)
 {
 // do computation
 float i = 1 + indexof(xout).x;
 xout = x[i] + (y[i+1] + y[i-1])*.5f;
 eout = y[i] * y[i];
 }
 
 reduce void sub2(float y<>, reduce float e<>)
 {
 e += y;
 }
 
 struct thread1 {
 float *x, *y, *ep;
 int i0, i1, p;
 thread1(float *xx, float *yy, float *ee, int pp, int ii0, int ii1) :
 x(xx), y(yy), ep(ee), p(pp), i0(ii0), i1(ii1) {}
 void operator()() {
 #define BLOCK (8190)
 float xStream<BLOCK>;
 float xoutStream<BLOCK>;
 float yStream<BLOCK+2>;
 float einStream<BLOCK+2>;
 float eStream<1>;
 float e = 0;
 float ee = 0;
 for (int i=i0; i<i1; i+=BLOCK) {
 streamRead(xStream, x+i);
 streamRead(yStream, y+i-1);
 sub1(xStream, yStream, xoutStream, einStream);
 streamWrite(xoutStream, x+i);
 sub2(einStream, eStream);
 float e_local;
 streamWrite(eStream, &e_local);
 ee += e_local;
 }
 e += ee;
 *ep = e;
 }
 };
 
 int main(int argc, char *argv[]) {
 int n = ...;
 MPI_Init(&argc, &argv);
 int numproc, me;
 MPI_Comm_size(MPI_COMM_WORLD, &numproc);
 MPI_Comm_rank(MPI_COMM_WORLD, &me);
 int p_left = -1, p_right = -1;
 if (me > 0)
 p_left = me-1;
 if (me < numproc-1)
 p_right = me+1;
 int n_local0 = 1 + (me * (n-1)) / numproc;
 int n_local1 = 1 + ((me+1) * (n-1)) / numproc;
 // allocate only local part + ghost zone of the arrays x,y
 float *x, *y;
 MPI_Alloc_mem(sizeof(float) * (n_local1 - n_local0 + 2),
 MPI_INFO_NULL, &x);
 MPI_Alloc_mem(sizeof(float) * (n_local1 - n_local0 + 2),
 MPI_INFO_NULL, &y);
 x -= (n_local0 - 1);
 y -= (n_local0 - 1);
 MPI_Win win;
 MPI_Win_create(&y[n_local0], sizeof(float) * (n_local1-n_local0+2),
 sizeof(float), MPI_INFO_NULL, MPI_COMM_WORLD, &win);
 
 ... // fill x, y
 
 // fill ghost zone
 MPI_Win_fence(0, win);
 if (p_left != -1)
 MPI_Put(&y[n_local0], 1, MPI_FLOAT, p_left,
 n_local1-n_local0+1, 1, MPI_FLOAT, win);
 if (p_right != -1)
 MPI_Put(&y[n_local1-1], 1, MPI_FLOAT, p_right,
 0, 1, MPI_FLOAT, win);
 MPI_Win_fence(0, win);
 
 float e = 0;
 float e_vec[PROC];
 thread_group grp;
 // start threads and wait for termination
 for (int i=0; i<PROC; ++i) {
 thread1 t(x, y, &e_vec[i], i,
 n_local0+((n_local1-n_local0)*i)/PROC, n_local0+((n_local1-n_local0)*(i+1))/PROC);
 grp.create_thread(t);
 }
 grp.join_all();
 for (int i=0; i<PROC; ++i)
 e += e_vec[i];
 
 float e_local = e;
 MPI_Allreduce(&e_local, &e, 1, MPI_FLOAT, MPI_SUM, MPI_COMM_WORLD);
 
 ... // output x, e
 
 MPI_Win_free(&win);
 x += (n_local0 - 1);
 y += (n_local0 - 1);
 MPI_Free_mem(y);
 MPI_Free_mem(x);
 MPI_Finalize();
 return 0;
 }
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