code example
TBB Intel Threading Building Blocks
#include <tbb/task_scheduler_init.h>
#include <tbb/blocked_range.h>
#include <tbb/parallel_reduce.h>
#include <tbb/cache_aligned_allocator.h>
using namespace tbb;
struct thread1 {
float ee;
float *x, *y;
thread1(float *xx, float *yy) : ee(0), x(xx), y(yy) {}
thread1(thread1& s, split) { ee = 0; x = s.x; y = s.y; }
void operator() (const blocked_range<int> & r) {
// do computation
float e = ee;
for (int i=r.begin(); i!=r.end(); ++i) {
x[i] += ( y[i+1] + y[i-1] )*.5;
e += y[i] * y[i];
}
ee = e;
}
void join(thread1& s) { ee += s.ee; }
};
int main(int argc, char *argv[]) {
int n = ...;
float *x, *y;
x = cache_aligned_allocator<float>().allocate(n+1);
y = cache_aligned_allocator<float>().allocate(n+1);
... // fill x, y
thread1 t(x, y);
parallel_reduce(blocked_range<int>(1, n, 1024), t);
float e = t.ee;
... // output x, e
cache_aligned_allocator<float>().deallocate(x, n+1);
cache_aligned_allocator<float>().deallocate(y, n+1);
return 0;
}
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