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#include <mpi.h>
#include <sys/time.h>
#include <iostream>
#include <functional>
#include <algorithm>
#include <vector>
#include <string>
#include <sstream>
#include <stdint.h>
#include <cmath>
#include "CombBLAS/CombBLAS.h"
#include "Glue.h"
#include "CCGrid.h"
#include "Reductions.h"
#include "Multiplier.h"
#include "SplitMatDist.h"
#include "RestrictionOp.h"
using namespace std;
using namespace combblas;
double comm_bcast;
double comm_reduce;
double comp_summa;
double comp_reduce;
double comp_result;
double comp_reduce_layer;
double comp_split;
double comp_trans;
double comm_split;
#define ITERS 5
int main(int argc, char *argv[])
{
int provided;
//MPI_Init_thread(&argc, &argv, MPI_THREAD_SINGLE, &provided);
MPI_Init_thread(&argc, &argv, MPI_THREAD_SERIALIZED, &provided);
if (provided < MPI_THREAD_SERIALIZED)
{
printf("ERROR: The MPI library does not have MPI_THREAD_SERIALIZED support\n");
MPI_Abort(MPI_COMM_WORLD, 1);
}
int nprocs, myrank;
MPI_Comm_size(MPI_COMM_WORLD,&nprocs);
MPI_Comm_rank(MPI_COMM_WORLD,&myrank);
if(argc < 6)
{
if(myrank == 0)
{
printf("Usage (random): ./mpipspgemm <GridRows> <GridCols> <Layers> <Type> <Scale> <EDGEFACTOR> \n");
printf("Usage (input): ./mpipspgemm <GridRows> <GridCols> <Layers> <Type=input> <matA> \n"); //TODO:<Scale> not meaningful here. Need to remove it. Still there because current scripts execute without error.
printf("Example: ./RestrictionOp 4 4 2 ER 19 16 \n");
printf("Example: ./RestrictionOp 4 4 2 Input matA.mtx\n");
printf("Type ER: Erdos-Renyi\n");
printf("Type SSCA: R-MAT with SSCA benchmark parameters\n");
printf("Type G500: R-MAT with Graph500 benchmark parameters\n");
}
return -1;
}
unsigned GRROWS = (unsigned) atoi(argv[1]);
unsigned GRCOLS = (unsigned) atoi(argv[2]);
unsigned C_FACTOR = (unsigned) atoi(argv[3]);
CCGrid CMG(C_FACTOR, GRCOLS);
int nthreads;
#pragma omp parallel
{
nthreads = omp_get_num_threads();
}
if(GRROWS != GRCOLS)
{
SpParHelper::Print("This version of the Combinatorial BLAS only works on a square logical processor grid\n");
MPI_Barrier(MPI_COMM_WORLD);
MPI_Abort(MPI_COMM_WORLD, 1);
}
int layer_length = GRROWS*GRCOLS;
if(layer_length * C_FACTOR != nprocs)
{
SpParHelper::Print("The product of <GridRows> <GridCols> <Replicas> does not match the number of processes\n");
MPI_Barrier(MPI_COMM_WORLD);
MPI_Abort(MPI_COMM_WORLD, 1);
}
{
SpDCCols<int64_t, double> *A;
string type;
shared_ptr<CommGrid> layerGrid;
layerGrid.reset( new CommGrid(CMG.layerWorld, 0, 0) );
FullyDistVec<int64_t, int64_t> p(layerGrid); // permutation vector defined on layers
if(string(argv[4]) == string("input")) // input option
{
string fileA(argv[5]);
double t01 = MPI_Wtime();
A = ReadMat<double>(fileA, CMG, true, p);
if(myrank == 0) cout << "Input matrix read : time " << MPI_Wtime() - t01 << endl;
}
else
{
unsigned scale = (unsigned) atoi(argv[5]);
unsigned EDGEFACTOR = (unsigned) atoi(argv[6]);
double initiator[4];
if(string(argv[4]) == string("ER"))
{
initiator[0] = .25;
initiator[1] = .25;
initiator[2] = .25;
initiator[3] = .25;
}
else if(string(argv[4]) == string("G500"))
{
initiator[0] = .57;
initiator[1] = .19;
initiator[2] = .19;
initiator[3] = .05;
EDGEFACTOR = 16;
}
else if(string(argv[4]) == string("SSCA"))
{
initiator[0] = .6;
initiator[1] = .4/3;
initiator[2] = .4/3;
initiator[3] = .4/3;
EDGEFACTOR = 8;
}
else {
if(myrank == 0)
printf("The initiator parameter - %s - is not recognized.\n", argv[5]);
MPI_Abort(MPI_COMM_WORLD, 1);
}
double t01 = MPI_Wtime();
A = GenMat<int64_t,double>(CMG, scale, EDGEFACTOR, initiator, true);
if(myrank == 0) cout << "RMATs Generated : time " << MPI_Wtime() - t01 << endl;
}
SpDCCols<int64_t, double>* R;
SpDCCols<int64_t, double>* RT;
if(myrank == 0) cout << "Computing restriction matrix \n";
double t01 = MPI_Wtime();
RestrictionOp( CMG, A, R, RT);
if(myrank == 0) cout << "Restriction Op computed : time " << MPI_Wtime() - t01 << endl;
SpDCCols<int64_t, double> *B = new SpDCCols<int64_t, double>(*A); // just a deep copy of A
SpDCCols<int64_t, double> splitA, splitB, splitR, splitRT;
SpDCCols<int64_t, double> *splitRTA;
SpDCCols<int64_t, double> *splitRTAR;
SpDCCols<int64_t, double> *splitC;
SplitMat(CMG, A, splitA, true);
SplitMat(CMG, B, splitB, false);
SplitMat(CMG, R, splitR, true);
SplitMat(CMG, RT, splitRT, false);
if(myrank == 0)
{
printf("\n Processor Grid (row x col x layers x threads): %dx%dx%dx%d \n", CMG.GridRows, CMG.GridCols, CMG.GridLayers, nthreads);
printf(" prow pcol layer thread comm_bcast comm_scatter comp_summa comp_merge comp_scatter comp_result other total\n");
}
SpParHelper::Print("Computing A square\n");
splitC = multiply(splitB, splitA, CMG, false, true); // A^2
delete splitC;
splitC = multiply(splitB, splitA, CMG, false, true); // A^2
SpParHelper::Print("Computing RTA\n");
splitRTA = multiply(splitRT, splitA, CMG, false, true);
delete splitRTA;
splitRTA = multiply(splitRT, splitA, CMG, false, true);
SpParHelper::Print("Computing RTAR\n");
splitRTAR = multiply(*splitRTA, splitR, CMG, false, true);
delete splitRTAR;
splitRTAR = multiply(*splitRTA, splitR, CMG, false, true);
// count nnz
int64_t nnzA=0, nnzR=0, nnzC=0, nnzRTA=0, nnzRTAR=0;
int64_t localnnzA = splitA.getnnz();
int64_t localnnzR = splitR.getnnz();
int64_t localnnzC = splitC->getnnz();
int64_t localnnzRTA = splitRTA->getnnz();
int64_t localnnzRTAR = splitRTAR->getnnz();
MPI_Allreduce( &localnnzA, &nnzA, 1, MPIType<int64_t>(), MPI_SUM, MPI_COMM_WORLD);
MPI_Allreduce( &localnnzR, &nnzR, 1, MPIType<int64_t>(), MPI_SUM, MPI_COMM_WORLD);
MPI_Allreduce( &localnnzC, &nnzC, 1, MPIType<int64_t>(), MPI_SUM, MPI_COMM_WORLD);
MPI_Allreduce( &localnnzRTA, &nnzRTA, 1, MPIType<int64_t>(), MPI_SUM, MPI_COMM_WORLD);
MPI_Allreduce( &localnnzRTAR, &nnzRTAR, 1, MPIType<int64_t>(), MPI_SUM, MPI_COMM_WORLD);
if(myrank == 0)
{
cout << "----------------------------\n";
cout << " nnz(A)= " << nnzA << endl;
cout << " nnz(R)= " << nnzR << endl;
cout << " nnz(A^2)= " << nnzC << endl;
cout << " nnz(RTA)= " << nnzRTA << endl;
cout << " nnz(RTAR)= " << nnzRTAR << endl;
cout << "----------------------------\n";
}
delete splitC;
delete splitRTA;
delete splitRTAR;
}
MPI_Finalize();
return 0;
}
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