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23
Sheet7/Ex_5678/Makefile
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23
Sheet7/Ex_5678/Makefile
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#
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# Compile with
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# make 2>&1 | grep -v openmpi
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# to avoid warnings caused by OpenMPI
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# use GNU-Compiler tools
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COMPILER=GCC_
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# alternatively from the shell
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# export COMPILER=GCC_
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# or, alternatively from the shell
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# make COMPILER=GCC_
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MAIN = main
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SOURCES = ${MAIN}.cpp VecFuncs.cpp
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OBJECTS = $(SOURCES:.cpp=.o)
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PROGRAM = ${MAIN}.${COMPILER}
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# uncomment the next to lines for debugging and detailed performance analysis
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CXXFLAGS += -g
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LINKFLAGS +=
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include ../${COMPILER}default.mk
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117
Sheet7/Ex_5678/VecFuncs.cpp
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117
Sheet7/Ex_5678/VecFuncs.cpp
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#include "VecFuncs.h"
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#include <vector>
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#include <iostream>
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#include <cassert>
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#include <cfloat>
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void DebugVector(const std::vector<double>& xin, MPI_Comm icomm)
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{
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int rank, size;
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MPI_Comm_rank(icomm, &rank);
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MPI_Comm_size(icomm, &size);
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int ierr;
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int active_rank = -1;
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for (int step = 0; step < size; ++step)
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{
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if (rank == 0)
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{
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std::cout << "Enter rank to display vector: " << std::endl;
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std::cin >> active_rank;
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}
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ierr = MPI_Bcast(&active_rank, 1, MPI_INT, 0, icomm);
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assert(ierr == 0);
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MPI_Barrier(icomm);
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if (rank == active_rank)
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{
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std::cout << "Output from process " << rank << std::endl;
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for (size_t i = 0; i < xin.size(); ++i)
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{
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std::cout << "xin[" << i << "] = " << xin[i] << std::endl;
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}
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std::cout << std::endl;
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}
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MPI_Barrier(icomm);
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}
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}
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double par_scalar(const std::vector<double> &x, const std::vector<double> &y, const MPI_Comm &comm) {
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assert(x.size()==y.size());
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double local_sum = 0.0;
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for (int k = 0; k < x.size(); ++k) {
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local_sum += x[k] * y[k];
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}
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double global_sum = 0.0;
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int mpi_error = MPI_Allreduce(&local_sum, &global_sum, 1, MPI_DOUBLE, MPI_SUM, comm);
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assert(mpi_error == 0);
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return global_sum;
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}
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void par_minmax(std::vector<double> &x, double &min_value, double &max_value, const MPI_Comm &icomm)
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{
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int myrank;
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MPI_Comm_rank(icomm, &myrank);
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int local_n = x.size();
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int global_offset = myrank * local_n;
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struct {double value; int idx;} local_min, local_max, global_min, global_max; // global index
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local_min.value = local_max.value = x[0];
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local_min.idx = local_max.idx = global_offset;
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// finding local min/max with the corresponding global index
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for (int i = 1; i < local_n; ++i) {
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int global_idx = global_offset + i;
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if (x[i] < local_min.value){
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local_min.value = x[i];
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local_min.idx = global_idx;
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}
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if (x[i] > local_max.value){
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local_max.value = x[i];
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local_max.idx = global_idx;
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}
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}
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// reduction to the global one including the global index (need it later for interchanging)
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MPI_Allreduce(&local_min, &global_min, 1, MPI_DOUBLE_INT, MPI_MINLOC, icomm);
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MPI_Allreduce(&local_max, &global_max, 1, MPI_DOUBLE_INT, MPI_MAXLOC, icomm);
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min_value = global_min.value;
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max_value = global_max.value;
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// calculating the process and the local index for interchanging the min and max value
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int rank_min = global_min.idx / local_n;
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int rank_max = global_max.idx / local_n;
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int local_min_idx = global_min.idx % local_n;
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int local_max_idx = global_max.idx % local_n;
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// interchanging
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if (rank_min == rank_max){
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std::swap(x[local_min_idx], x[local_max_idx]);
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}
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else {
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double recv_value;
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if (myrank == rank_min){
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MPI_Sendrecv(&x[local_min_idx], 1, MPI_DOUBLE, rank_max, 0, &recv_value, 1, MPI_DOUBLE, rank_max, 0, icomm, MPI_STATUS_IGNORE);
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x[local_min_idx] = recv_value;
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}
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if (myrank == rank_max){
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MPI_Sendrecv(&x[local_max_idx], 1, MPI_DOUBLE, rank_min, 0, &recv_value, 1, MPI_DOUBLE, rank_min, 0, icomm, MPI_STATUS_IGNORE);
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x[local_max_idx] = recv_value;
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}
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}
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return;
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}
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13
Sheet7/Ex_5678/VecFuncs.h
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13
Sheet7/Ex_5678/VecFuncs.h
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#pragma once
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#include <vector>
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#include <mpi.h>
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#include <iostream>
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#include <cassert>
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#include <cfloat>
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void DebugVector(const std::vector<double>& xin, MPI_Comm icomm);
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double par_scalar(const std::vector<double> &x, const std::vector<double> &y, const MPI_Comm &icomm);
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void par_minmax(std::vector<double> &x, double &min_val, double &max_val, const MPI_Comm &icomm);
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67
Sheet7/Ex_5678/main.cpp
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67
Sheet7/Ex_5678/main.cpp
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#include <iostream>
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#include <mpi.h>
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#include <vector>
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#include "VecFuncs.h"
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using namespace std;
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int main(int argc, char** argv)
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{
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MPI_Init(&argc, &argv);
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MPI_Comm icomm = MPI_COMM_WORLD;
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int myrank;
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MPI_Comm_rank(icomm, &myrank);
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int n = 20;
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vector<double> x(n);
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vector<double> y = x;
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for (int i = 0; i < n; ++i)
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{
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x[i] = myrank*100 + (i % 5)*10 + i;
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y[i] = 1.0/(x[i]);
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}
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if(myrank == 0) // so scalar product is well defined (avoid division by 0)
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y[0] = 0;
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//E5
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if (myrank == 0) cout << "E5" << endl;
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DebugVector(x, icomm);
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//E6
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if (myrank == 0) cout << "E6" << endl;
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double scalar_product = par_scalar(x, y, icomm);
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if (myrank == 0)
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{
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cout << "<x,y> = " << scalar_product << endl << endl;
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}
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// E7
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if (myrank == 0) cout << "E7" << endl;
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double xmin, xmax;
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par_minmax(x, xmin, xmax, icomm);
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if (myrank == 0)
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{
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cout << "Global min: " << xmin << endl;
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cout << "Global max: " << xmax << endl << endl;
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}
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// E8
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if (myrank == 0) cout << "E8" << endl;
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vector<double> x_new(n);
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// All to all
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if (myrank == 0) cout << "All to all" << endl;
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MPI_Alltoall(x.data(), 5, MPI_DOUBLE, x_new.data(), 5, MPI_DOUBLE, icomm);
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DebugVector(x_new, icomm);
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if (myrank == 0) cout << "All to all (in place)" << endl;
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MPI_Alltoall(MPI_IN_PLACE, 0, MPI_DOUBLE, x.data(), 5, MPI_DOUBLE, icomm);
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DebugVector(x, icomm);
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MPI_Finalize();
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return 0;
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}
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