code example
DCMF IBM Deep Computing Messaging Framework
one-sided communication
TBB Intel Threading Building Blocks
SSE IA SIMD instructions

#include <string.h>
#include <dcmf.h>
#include <dcmf_globalcollectives.h>
#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;
#include <xmmintrin.h>

DCMF_Protocol_t barrier_prot, control0_prot, control1_prot,
  put_prot, reduce_prot;

void cb_decr(void *data) {
  unsigned *val = (unsigned*)data;
  (*val)--;
}

void cb_recv(void *data, const DCMF_Control_t *info, unsigned) {
  memcpy((DCMF_Memregion_t*)data, info, sizeof(DCMF_Memregion_t));
}

void barrier() {
  DCMF_CriticalSection_enter(0);
  volatile unsigned active = 1;
  DCMF_Callback_t cb = { cb_decr, (void *) &active };
  DCMF_Request_t req;
  DCMF_GlobalBarrier(&barrier_prot, &req, cb);
  while (active)
   DCMF_Messager_advance();
  DCMF_CriticalSection_exit(0);
}

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 ve[4] = {0, 0, 0, 0};
  float e = ee;
  for (int i=r.begin(); i!=r.end(); i+=4) {
   float half =.5;
   _mm_store_ps(&x[i],
     _mm_mul_ps(_mm_load1_ps(&half),
       _mm_add_ps(_mm_loadu_ps(&y[i+1]),
         _mm_loadu_ps(&y[i-1]))));
   _mm_store_ps(&ve[0],
     _mm_add_ps(_mm_load_ps(&ve[0]),
       _mm_mul_ps(_mm_load_ps(&y[i]),
         _mm_load_ps(&y[i]))));
  }
  e += ve[0] + ve[1] + ve[2] + ve[3];
  ee = e;
 }
 void join(thread1& s) { ee += s.ee; }
};

int main(int argc, char *argv[]) {
  int n = ...;
  DCMF_Messager_initialize();
  { // init barrier, put, reduce
   DCMF_GlobalBarrier_Configuration_t barrier_conf =
    {DCMF_DEFAULT_GLOBALBARRIER_PROTOCOL};
   DCMF_Put_Configuration_t put_conf =
    {DCMF_DEFAULT_PUT_PROTOCOL};
   DCMF_GlobalAllreduce_Configuration_t reduce_conf =
    {DCMF_TREE_GLOBALALLREDUCE_PROTOCOL};
   DCMF_CriticalSection_enter(0);
   DCMF_GlobalBarrier_register(&barrier_prot, &barrier_conf);
   DCMF_Put_register(&put_prot, &put_conf);
   DCMF_GlobalAllreduce_register(&reduce_prot, &reduce_conf);
   DCMF_CriticalSection_exit(0);
  }
  unsigned me = DCMF_Messager_rank();
  unsigned numproc = DCMF_Messager_size();
  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;
  x = cache_aligned_allocator<float>().allocate(n_local1 - n_local0 + 2);
  y = cache_aligned_allocator<float>().allocate(n_local1 - n_local0 + 2);
  x -= (n_local0 - 1);
  y -= (n_local0 - 1);
  // ghost zones
  DCMF_Memregion_t memregion0, memregion1,
   memregion_left, memregion_right;
  size_t bytes;
  DCMF_CriticalSection_enter(0);
  DCMF_Memregion_create(&memregion0, &bytes,
   2 * sizeof(float), &y[n_local0-1], 0);
  DCMF_Memregion_create(&memregion1, &bytes,
   2 * sizeof(float), &y[n_local1-1], 0);
  // set memregion_left, memregion_right
  DCMF_Control_Configuration_t c0_conf =
   { DCMF_DEFAULT_CONTROL_PROTOCOL, cb_recv, &memregion_right};
  DCMF_Control_Configuration_t c1_conf =
   { DCMF_DEFAULT_CONTROL_PROTOCOL, cb_recv, &memregion_left};
  DCMF_Control_register(&control0_prot, &c0_conf);
  DCMF_Control_register(&control1_prot, &c1_conf);
  barrier();
  if (p_left != -1)
   DCMF_Control(&control0_prot, DCMF_MATCH_CONSISTENCY,
    p_left, (DCMF_Control_t*) &memregion0);
  if (p_right != -1)
   DCMF_Control(&control1_prot, DCMF_MATCH_CONSISTENCY,
    p_right, (DCMF_Control_t*) &memregion1);
  barrier();
  DCMF_CriticalSection_exit(0);

  ... // fill x, y

  { // fill ghost zone
  volatile unsigned active0 = 1, active1 = 1;
  DCMF_Callback_t cb0 = { cb_decr, (void*)&active0 },
   cb1 = { cb_decr, (void*)&active1 };
  DCMF_Request_t req0, req1;
  DCMF_CriticalSection_enter(0);
  if (p_left != -1)
   DCMF_Put(&put_prot, &req0, cb0, DCMF_SEQUENTIAL_CONSISTENCY,
    p_left, sizeof(float), &memregion0, &memregion_left,
    sizeof(float), sizeof(float));
  if (p_right != -1)
   DCMF_Put(&put_prot, &req1, cb1, DCMF_SEQUENTIAL_CONSISTENCY,
    p_right, sizeof(float), &memregion1, &memregion_right,
    sizeof(float), 0);
  if (p_left != -1)
   while (active0)
    DCMF_Messager_advance();
  if (p_right != -1)
   while (active1)
    DCMF_Messager_advance();
  DCMF_CriticalSection_exit(0);
  barrier();
  }

  thread1 t(x, y);
  parallel_reduce(blocked_range<int>(n_local0, n_local1, 1024), t);
  float e = t.ee;

  { // reduction
  DCMF_CriticalSection_enter(0);
  float e_local = e;
  volatile unsigned active = 1;
  DCMF_Callback_t cb = { cb_decr, (void*)&active };
  DCMF_Request_t req;
  DCMF_GlobalAllreduce(&reduce_prot, &req, cb,
   DCMF_MATCH_CONSISTENCY, -1,
   (char*)&e_local, (char*)&e, 1, DCMF_FLOAT, DCMF_SUM);
  while (active)
   DCMF_Messager_advance();
  DCMF_CriticalSection_exit(0);
  }

  ... // output x, e

  barrier();
  DCMF_Memregion_destroy(&memregion0);
  DCMF_Memregion_destroy(&memregion1);
  x += (n_local0 - 1);
  y += (n_local0 - 1);
  cache_aligned_allocator<float>().deallocate(x, n_local1 - n_local0 + 2);
  cache_aligned_allocator<float>().deallocate(y, n_local1 - n_local0 + 2);
  DCMF_Messager_finalize();
  return 0;
}

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