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@@ -115,6 +115,164 @@ static void run_cholesky(starpu_data_handle_t **data_handles, int rank, int node
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}
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}
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+/* TODO: generated from compiler polyhedral analysis of classical algorithm */
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+static void run_cholesky_column(starpu_data_handle_t **data_handles, int rank, int nodes)
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+{
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+ unsigned k, m, n;
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+ unsigned unbound_prio = STARPU_MAX_PRIO == INT_MAX && STARPU_MIN_PRIO == INT_MIN;
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+
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+ /* Column */
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+ for (n = 0; n<nblocks; n++)
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+ {
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+ starpu_iteration_push(n);
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+
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+ /* Row */
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+ for (m = n; m<nblocks; m++)
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+ {
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+ for (k = 0; k < n; k++)
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+ {
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+ /* Accumulate updates from TRSMs */
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+ starpu_mpi_task_insert(MPI_COMM_WORLD, &cl22,
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+ STARPU_PRIORITY, noprio ? STARPU_DEFAULT_PRIO : unbound_prio ? (int)(2*nblocks - 2*k - m - n) : ((n == k+1) && (m == k+1))?STARPU_MAX_PRIO:STARPU_DEFAULT_PRIO,
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+ STARPU_R, data_handles[n][k],
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+ STARPU_R, data_handles[m][k],
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+ STARPU_RW | STARPU_COMMUTE, data_handles[m][n],
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+ 0);
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+ }
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+ k = n;
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+ if (m > n)
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+ {
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+ /* non-diagonal block, solve */
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+ starpu_mpi_task_insert(MPI_COMM_WORLD, &cl21,
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+ STARPU_PRIORITY, noprio ? STARPU_DEFAULT_PRIO : unbound_prio ? (int)(2*nblocks - 2*k - m) : (m == k+1)?STARPU_MAX_PRIO:STARPU_DEFAULT_PRIO,
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+ STARPU_R, data_handles[k][k],
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+ STARPU_RW, data_handles[m][k],
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+ 0);
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+ }
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+ else
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+ {
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+ /* diagonal block, factorize */
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+ starpu_mpi_task_insert(MPI_COMM_WORLD, &cl11,
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+ STARPU_PRIORITY, noprio ? STARPU_DEFAULT_PRIO : unbound_prio ? (int)(2*nblocks - 2*k) : STARPU_MAX_PRIO,
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+ STARPU_RW, data_handles[k][k],
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+ 0);
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+ }
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+ }
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+
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+ starpu_iteration_pop();
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+ }
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+
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+ /* Submit flushes, StarPU will fit them according to the progress */
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+ starpu_mpi_cache_flush_all_data(MPI_COMM_WORLD);
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+ for (m = 0; m < nblocks; m++)
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+ for (n = 0; n < nblocks ; n++)
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+ starpu_data_wont_use(data_handles[m][n]);
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+}
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+
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+/* TODO: generated from compiler polyhedral analysis of classical algorithm */
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+static void run_cholesky_antidiagonal(starpu_data_handle_t **data_handles, int rank, int nodes)
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+{
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+ unsigned a, b, c;
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+ unsigned k, m, n;
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+ unsigned unbound_prio = STARPU_MAX_PRIO == INT_MAX && STARPU_MIN_PRIO == INT_MIN;
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+
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+ /* double-antidiagonal number:
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+ * - a=0 contains (0,0) plus (1,0)
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+ * - a=1 contains (2,0), (1,1) plus (3,0), (2, 1)
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+ * - etc.
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+ */
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+ for (a = 0; a < nblocks; a++)
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+ {
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+ starpu_iteration_push(a);
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+
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+ unsigned bfirst;
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+ if (2*a < nblocks)
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+ bfirst = 0;
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+ else
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+ bfirst = 2*a - (nblocks-1);
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+
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+ /* column within first antidiagonal for a */
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+ for (b = bfirst; b <= a; b++)
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+ {
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+ /* column */
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+ n = b;
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+ /* row */
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+ m = 2*a-b;
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+
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+ /* Accumulate updates from TRSMs */
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+ for (c = 0; c < n; c++)
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+ {
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+ k = c;
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+ starpu_mpi_task_insert(MPI_COMM_WORLD, &cl22,
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+ STARPU_PRIORITY, noprio ? STARPU_DEFAULT_PRIO : unbound_prio ? (int)(2*nblocks - 2*k - m - n) : ((n == k+1) && (m == k+1))?STARPU_MAX_PRIO:STARPU_DEFAULT_PRIO,
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+ STARPU_R, data_handles[n][k],
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+ STARPU_R, data_handles[m][k],
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+ STARPU_RW | STARPU_COMMUTE, data_handles[m][n],
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+ 0);
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+ }
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+
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+ if (b < a) {
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+ /* non-diagonal block, solve */
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+ k = n;
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+ starpu_mpi_task_insert(MPI_COMM_WORLD, &cl21,
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+ STARPU_PRIORITY, noprio ? STARPU_DEFAULT_PRIO : unbound_prio ? (int)(2*nblocks - 2*k - m) : (m == k+1)?STARPU_MAX_PRIO:STARPU_DEFAULT_PRIO,
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+ STARPU_R, data_handles[k][k],
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+ STARPU_RW, data_handles[m][k],
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+ 0);
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+ }
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+ else
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+ {
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+ /* diagonal block, factorize */
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+ k = a;
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+ starpu_mpi_task_insert(MPI_COMM_WORLD, &cl11,
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+ STARPU_PRIORITY, noprio ? STARPU_DEFAULT_PRIO : unbound_prio ? (int)(2*nblocks - 2*k) : STARPU_MAX_PRIO,
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+ STARPU_RW, data_handles[k][k],
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+ 0);
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+ }
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+ }
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+
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+ /* column within second antidiagonal for a */
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+ for (b = bfirst; b <= a; b++)
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+ {
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+ /* column */
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+ n = b;
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+ /* row */
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+ m = 2*a-b + 1;
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+
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+ if (m >= nblocks)
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+ /* Skip first item when even number of tiles */
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+ continue;
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+
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+ /* Accumulate updates from TRSMs */
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+ for (c = 0; c < n; c++)
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+ {
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+ k = c;
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+ starpu_mpi_task_insert(MPI_COMM_WORLD, &cl22,
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+ STARPU_PRIORITY, noprio ? STARPU_DEFAULT_PRIO : unbound_prio ? (int)(2*nblocks - 2*k - m - n) : ((n == k+1) && (m == k+1))?STARPU_MAX_PRIO:STARPU_DEFAULT_PRIO,
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+ STARPU_R, data_handles[n][k],
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+ STARPU_R, data_handles[m][k],
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+ STARPU_RW | STARPU_COMMUTE, data_handles[m][n],
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+ 0);
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+ }
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+ /* non-diagonal block, solve */
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+ k = n;
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+ starpu_mpi_task_insert(MPI_COMM_WORLD, &cl21,
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+ STARPU_PRIORITY, noprio ? STARPU_DEFAULT_PRIO : unbound_prio ? (int)(2*nblocks - 2*k - m) : (m == k+1)?STARPU_MAX_PRIO:STARPU_DEFAULT_PRIO,
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+ STARPU_R, data_handles[k][k],
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+ STARPU_RW, data_handles[m][k],
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+ 0);
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+ }
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+
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+ starpu_iteration_pop();
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+ }
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+
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+ /* Submit flushes, StarPU will fit them according to the progress */
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+ starpu_mpi_cache_flush_all_data(MPI_COMM_WORLD);
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+ for (m = 0; m < nblocks; m++)
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+ for (n = 0; n < nblocks ; n++)
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+ starpu_data_wont_use(data_handles[m][n]);
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+}
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+
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/*
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* code to bootstrap the factorization
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* and construct the DAG
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@@ -164,7 +322,12 @@ void dw_cholesky(float ***matA, unsigned ld, int rank, int nodes, double *timing
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starpu_mpi_barrier(MPI_COMM_WORLD);
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start = starpu_timing_now();
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- run_cholesky(data_handles, rank, nodes);
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+ switch (submission) {
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+ case TRIANGLES: run_cholesky(data_handles, rank, nodes); break;
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+ case COLUMNS: run_cholesky_column(data_handles, rank, nodes); break;
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+ case ANTIDIAGONALS: run_cholesky_antidiagonal(data_handles, rank, nodes); break;
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+ default: STARPU_ABORT();
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+ }
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starpu_mpi_wait_for_all(MPI_COMM_WORLD);
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starpu_mpi_barrier(MPI_COMM_WORLD);
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