#include <stdio.h>
#include <stdlib.h>
#include "mpi.h"
/*
after the user chooses the way of entering matrices and entering them:
convert every matrix to 1d array and second matrix is converted by column
then check if there's a remainder in the first matrix rows, the root will
do their multiplication and scatter the rest of rows to the process to
do
if there's not a remainder , the rows
*/
int main(int argc, char *argv[])
{
int rank;
int nprocess;
int rem;
double startTime;
double endTime;
double elapsedTime;
int matrix1Row=0,matrix1Col=-1;
int matrix2Row=-2,matrix2Col=0;
int** matrix1;
int** matrix2;
int* mat1;
int* mat2;
int* globalArr1;
int* globalArr2;
int choice=0;
int i=0,j=0,k=0,m=0;
int subSize1;
int localSubSize=0;
int* subResult;
int* transferedResult;
int* finalResult;
int* localList;
int otherProcessesPortion=0;
int sum=0;
char filename[15];
MPI_Status status;
MPI_Init( &argc , &argv );
MPI_Comm_rank(MPI_COMM_WORLD, &rank);
MPI_Comm_size(MPI_COMM_WORLD, &nprocess);
if(rank==0)
{
printf("Welcome to vector Matrix multiplication program!!\n"); printf("if you want program input matrices from file Enter 1\n"); printf("if you want program input 2 matrices from console Enter 2\n");
if(choice==1)
{
printf("enter your filename(including .txt)\n"); FILE *file;
file
= fopen(filename
, "r");
if(file)
{
fscanf(file
,"%d",&matrix1Row
); fscanf(file
,"%d",&matrix1Col
);
fscanf(file
,"%d",&matrix2Row
); fscanf(file
,"%d",&matrix2Col
);
matrix1
=malloc(matrix1Row
*sizeof(int)); for(i=0;i<matrix1Row;i++)
{
matrix1
[i
]=malloc(matrix1Col
*sizeof(int)); }
for(i=0;i<matrix1Row;i++)
{
for(j=0;j<matrix1Col;j++)
{
fscanf(file
,"%d",&matrix1
[i
][j
]); }
}
matrix2
=malloc(matrix2Row
*sizeof(int)); for(i=0;i<matrix2Row;i++)
{
matrix2
[i
]=malloc(matrix2Col
*sizeof(int)); }
for(i=0;i<matrix2Row;i++)
{
for(j=0;j<matrix2Col;j++)
{
fscanf(file
,"%d",&matrix2
[i
][j
]); }
}
if(matrix1Col!=matrix2Row)
printf("matrices can't be multiplied\n"); }
}
else if(choice==2)
{
while(matrix1Col!=matrix2Row)
{
printf("enter matrix #1 dimension:\n"); matrix1
=malloc(matrix1Row
*sizeof(int));
printf("enter matrix #2 dimension:\n"); matrix2
=malloc(matrix2Row
*sizeof(int));
if(matrix1Col!=matrix2Row)
printf("matrices can't be multiplied\n"); }
for(i=0;i<matrix1Row;i++)
{
matrix1
[i
]=malloc(matrix1Col
*sizeof(int)); }
printf("enter matrix #1 elements:\n"); for(i=0;i<matrix1Row;i++)
{
for(j=0;j<matrix1Col;j++)
{
scanf("%d",&matrix1
[i
][j
]); }
}
for(i=0;i<matrix2Row;i++)
{
matrix2
[i
]=malloc(matrix2Col
*sizeof(int)); }
printf("enter matrix #2 elements:\n"); for(i=0;i<matrix2Row;i++)
{
for(j=0;j<matrix2Col;j++)
{
scanf("%d",&matrix2
[i
][j
]); }
}
}
startTime= MPI_Wtime();
printf("starting time of program: %f\n",rank
,startTime
);
//converting 2D matrices to 1D arrays
mat1
=malloc((matrix1Row
*matrix1Col
)*sizeof(int)); for(i=0;i<matrix1Row;i++)
{
for(j=0;j<matrix1Col;j++)
{
mat1[j+(matrix1Col*i)]=matrix1[i][j];
}
}
mat2
=malloc((matrix2Row
*matrix2Col
)*sizeof(int)); for(i=0;i<matrix2Col;i++)
{
for(j=0;j<matrix2Row;j++)
{
mat2[j+(matrix1Col*i)]=matrix2[j][i];
}
}
rem=matrix1Row%nprocess;
subSize1=matrix1Row/nprocess;
if(rem!=0 && matrix1Col==matrix2Row)
{
otherProcessesPortion=matrix1Row-rem;
for (i=0;i<rem;i++)
{
for (j=0;j<matrix2Col;j++)
{
for (k=0;k<matrix1Col;k++)
{
sum+=mat1[i*matrix1Col+k]*mat2[k+(j*matrix2Row)];
}
sum=0;
}
}
localSubSize=otherProcessesPortion/nprocess;
localList
=malloc((otherProcessesPortion
*matrix1Col
)*sizeof(int)); j=0;
for(i=(rem*matrix1Col);i<(matrix1Col*matrix1Row);i++)
{
localList[j]=mat1[i];
j++;
}
}
}
MPI_Bcast(&matrix1Row,1,MPI_INT,0,MPI_COMM_WORLD);
MPI_Bcast(&matrix1Col,1,MPI_INT,0,MPI_COMM_WORLD);
MPI_Bcast(&matrix2Row,1,MPI_INT,0,MPI_COMM_WORLD);
MPI_Bcast(&subSize1,1,MPI_INT,0,MPI_COMM_WORLD);
MPI_Bcast(&matrix2Col,1,MPI_INT,0,MPI_COMM_WORLD);
if(rank!=0)
mat2
= malloc(sizeof(int) * matrix2Col
*matrix2Row
);
MPI_Bcast(&mat2[0],(matrix2Col*matrix2Row),MPI_INT,0,MPI_COMM_WORLD);
if(matrix1Row%nprocess>0 && matrix1Col==matrix2Row)
{
MPI_Bcast(&otherProcessesPortion,1,MPI_INT,0,MPI_COMM_WORLD);
MPI_Bcast(&localSubSize,1,MPI_INT,0,MPI_COMM_WORLD);
globalArr2
=malloc((localSubSize
*matrix1Col
)*sizeof(int)); MPI_Scatter(localList,(localSubSize*matrix1Col),MPI_INT,globalArr2,(localSubSize*matrix1Col),MPI_INT,0,MPI_COMM_WORLD);
sum=0;
subResult
=malloc((localSubSize
*matrix2Col
)*sizeof(int)); for(i=0;i<localSubSize;i++)
{
for (j=0;j<matrix2Col;j++)
{
for (k=0;k<matrix1Col;k++)
{
sum+=globalArr2[i*matrix1Col+k]*mat2[k+(j*matrix2Row)];
}
subResult[i*matrix2Col+j]=sum;
sum=0;
}
}
transferedResult
=malloc((otherProcessesPortion
*matrix2Col
)*sizeof(int)); MPI_Gather(subResult,matrix2Col,MPI_INT,transferedResult,matrix2Col,MPI_INT,0,MPI_COMM_WORLD);
if(rank==0)
{
finalResult
=malloc((localSubSize
*matrix2Col
)*sizeof(int)); for(j=0;j<(otherProcessesPortion*matrix2Col);j++)
{
printf("%d ",transferedResult
[j
]); if((j+1)%matrix2Col==0)
}
}
}
else if(matrix1Row%nprocess==0 && matrix1Col==matrix2Row)
{
globalArr1
=malloc((matrix1Col
*subSize1
)*sizeof(int)); MPI_Scatter(mat1,(matrix1Col*subSize1),MPI_INT,globalArr1,(matrix1Col*subSize1),MPI_INT,0,MPI_COMM_WORLD);
j=0,k=0,i=0;
subResult
=malloc((subSize1
*matrix2Col
)*sizeof(int));
for (i=0;i<subSize1;i++)
{
for (j=0;j<matrix2Col;j++)
{
for (k=0;k<matrix1Col;k++)
{
sum+=globalArr1[i*matrix1Col+k]*mat2[k+(j*matrix2Row)];
}
subResult[i*matrix2Col+j]=sum;
sum=0;
}
}
transferedResult
=malloc((matrix1Row
*matrix2Col
)*sizeof(int)); MPI_Gather(subResult,matrix2Col,MPI_INT,transferedResult,matrix2Col,MPI_INT,0,MPI_COMM_WORLD);
if(rank==0)
{
finalResult
=malloc((matrix1Row
*matrix2Col
)*sizeof(int)); for(j=0;j<(matrix1Row*matrix2Col);j++)
{
printf("%d ",transferedResult
[j
]); if((j+1)==(matrix1Row*matrix2Col)/2)
}
}
}
endTime= MPI_Wtime();
elapsedTime=endTime-startTime;
printf("Ending time of program: %f\n",elapsedTime
); /* shutdown MPI */
MPI_Finalize();
return 0;
}
#include <stdio.h>
#include <stdlib.h>
#include "mpi.h"
/*
    after the user chooses the way of entering matrices and entering them:
    convert every matrix to 1d array and second matrix is converted by column
    then check if there's a remainder in the first matrix rows, the root will 
    do their multiplication and scatter the rest of rows to the process to
    do 

    if there's not a remainder , the rows



*/
int main(int argc, char *argv[])
{
    int rank;
    int nprocess;
    int rem;
    double startTime;
    double endTime;
    double elapsedTime;
    int matrix1Row=0,matrix1Col=-1;
    int matrix2Row=-2,matrix2Col=0;
    int** matrix1;
    int** matrix2;
    int* mat1;
    int* mat2;
    int* globalArr1;
    int* globalArr2;
    int choice=0;
    int i=0,j=0,k=0,m=0;
    int subSize1;
    int localSubSize=0;
    int* subResult;
    int* transferedResult;
    int* finalResult;
    int* localList;
    int otherProcessesPortion=0;
    int sum=0;
    char filename[15];
    MPI_Status status;

    MPI_Init( &argc , &argv );
  	MPI_Comm_rank(MPI_COMM_WORLD, &rank);
	MPI_Comm_size(MPI_COMM_WORLD, &nprocess);

    if(rank==0)
    {
        printf("Welcome to vector Matrix multiplication program!!\n");
        printf("if you want program input matrices from file Enter 1\n");
        printf("if you want program input 2 matrices from console Enter 2\n");
        scanf("%d",&choice);

        if(choice==1)
        {
            printf("enter your filename(including .txt)\n");
            scanf("%s",&filename);
            FILE *file;
            file = fopen(filename, "r");

            if(file)
            {
                fscanf(file,"%d",&matrix1Row);
                fscanf(file,"%d",&matrix1Col);

                fscanf(file,"%d",&matrix2Row);
                fscanf(file,"%d",&matrix2Col);

                matrix1=malloc(matrix1Row*sizeof(int));
                for(i=0;i<matrix1Row;i++)
                {
                    matrix1[i]=malloc(matrix1Col*sizeof(int));
                }
                for(i=0;i<matrix1Row;i++)
                {
                    for(j=0;j<matrix1Col;j++)
                    {
                        fscanf(file,"%d",&matrix1[i][j]);
                    }
                }

                matrix2=malloc(matrix2Row*sizeof(int));
                for(i=0;i<matrix2Row;i++)
                {
                    matrix2[i]=malloc(matrix2Col*sizeof(int));
                }
                for(i=0;i<matrix2Row;i++)
                {
                    for(j=0;j<matrix2Col;j++)
                    {
                        fscanf(file,"%d",&matrix2[i][j]);
                    }
                }

                if(matrix1Col!=matrix2Row)
                    printf("matrices can't be multiplied\n");
            }
            fclose(file);
        }
        else if(choice==2)
        {
            while(matrix1Col!=matrix2Row)
            {
                printf("enter matrix #1 dimension:\n");
                scanf("%d",&matrix1Row);
                scanf("%d",&matrix1Col);
                matrix1=malloc(matrix1Row*sizeof(int));
                
                printf("enter matrix #2 dimension:\n");
                scanf("%d",&matrix2Row);
                scanf("%d",&matrix2Col);
                matrix2=malloc(matrix2Row*sizeof(int));  

                if(matrix1Col!=matrix2Row)
                    printf("matrices can't be multiplied\n");
            }
            for(i=0;i<matrix1Row;i++)
            {
                matrix1[i]=malloc(matrix1Col*sizeof(int));
            }    
            printf("enter matrix #1 elements:\n");
            for(i=0;i<matrix1Row;i++)
            {
                for(j=0;j<matrix1Col;j++)
                {
                    scanf("%d",&matrix1[i][j]);
                }
            }

            for(i=0;i<matrix2Row;i++)
            {
                matrix2[i]=malloc(matrix2Col*sizeof(int));
            }
            printf("enter matrix #2 elements:\n");
            for(i=0;i<matrix2Row;i++)
            {
               for(j=0;j<matrix2Col;j++)
               {
                  scanf("%d",&matrix2[i][j]);
               }
            }    
        }
        startTime= MPI_Wtime();
        printf("starting time of program: %f\n",rank,startTime);
        
        //converting 2D matrices to 1D arrays
        mat1=malloc((matrix1Row*matrix1Col)*sizeof(int));
        for(i=0;i<matrix1Row;i++)
        {
            for(j=0;j<matrix1Col;j++)
            {
               mat1[j+(matrix1Col*i)]=matrix1[i][j];
            }
        }
        
        mat2=malloc((matrix2Row*matrix2Col)*sizeof(int));
        for(i=0;i<matrix2Col;i++)
        {
            for(j=0;j<matrix2Row;j++)
            {
                mat2[j+(matrix1Col*i)]=matrix2[j][i];
            }
        }

        rem=matrix1Row%nprocess;
        subSize1=matrix1Row/nprocess;
        if(rem!=0 && matrix1Col==matrix2Row)
        {
            otherProcessesPortion=matrix1Row-rem;
            for (i=0;i<rem;i++)
            {
                for (j=0;j<matrix2Col;j++)
                {
                    for (k=0;k<matrix1Col;k++)
                    {
                        sum+=mat1[i*matrix1Col+k]*mat2[k+(j*matrix2Row)];
                    }
                    printf("%d ",sum);
                    sum=0;
                }
                printf("\n");
            }

            localSubSize=otherProcessesPortion/nprocess;
            localList=malloc((otherProcessesPortion*matrix1Col)*sizeof(int)); 
            j=0;
        
            for(i=(rem*matrix1Col);i<(matrix1Col*matrix1Row);i++)
            {
                localList[j]=mat1[i];
                j++;
            }
        }
    }
    MPI_Bcast(&matrix1Row,1,MPI_INT,0,MPI_COMM_WORLD);
    MPI_Bcast(&matrix1Col,1,MPI_INT,0,MPI_COMM_WORLD);
    MPI_Bcast(&matrix2Row,1,MPI_INT,0,MPI_COMM_WORLD);
    MPI_Bcast(&subSize1,1,MPI_INT,0,MPI_COMM_WORLD);
    MPI_Bcast(&matrix2Col,1,MPI_INT,0,MPI_COMM_WORLD);
    if(rank!=0)
        mat2 = malloc(sizeof(int) * matrix2Col*matrix2Row);
    
    MPI_Bcast(&mat2[0],(matrix2Col*matrix2Row),MPI_INT,0,MPI_COMM_WORLD);
    
    if(matrix1Row%nprocess>0 && matrix1Col==matrix2Row)
    {
        MPI_Bcast(&otherProcessesPortion,1,MPI_INT,0,MPI_COMM_WORLD);
        MPI_Bcast(&localSubSize,1,MPI_INT,0,MPI_COMM_WORLD);

        globalArr2=malloc((localSubSize*matrix1Col)*sizeof(int));
        MPI_Scatter(localList,(localSubSize*matrix1Col),MPI_INT,globalArr2,(localSubSize*matrix1Col),MPI_INT,0,MPI_COMM_WORLD);

        sum=0;
        subResult=malloc((localSubSize*matrix2Col)*sizeof(int));
        for(i=0;i<localSubSize;i++)
        {
            for (j=0;j<matrix2Col;j++)
            {
                for (k=0;k<matrix1Col;k++)
                {
                    sum+=globalArr2[i*matrix1Col+k]*mat2[k+(j*matrix2Row)];
                }
                subResult[i*matrix2Col+j]=sum;
                sum=0;
            }
        }
        transferedResult=malloc((otherProcessesPortion*matrix2Col)*sizeof(int));
        MPI_Gather(subResult,matrix2Col,MPI_INT,transferedResult,matrix2Col,MPI_INT,0,MPI_COMM_WORLD);

        if(rank==0)
        {
            finalResult=malloc((localSubSize*matrix2Col)*sizeof(int));
            for(j=0;j<(otherProcessesPortion*matrix2Col);j++)
            {
                printf("%d ",transferedResult[j]);
                if((j+1)%matrix2Col==0)
                    printf("\n");
            }        
            printf("\n");
        }  
    }
    else if(matrix1Row%nprocess==0 && matrix1Col==matrix2Row)
    {
        globalArr1=malloc((matrix1Col*subSize1)*sizeof(int));
        MPI_Scatter(mat1,(matrix1Col*subSize1),MPI_INT,globalArr1,(matrix1Col*subSize1),MPI_INT,0,MPI_COMM_WORLD); 
        
        j=0,k=0,i=0;
        subResult=malloc((subSize1*matrix2Col)*sizeof(int));

        for (i=0;i<subSize1;i++)
        {
            for (j=0;j<matrix2Col;j++)
            {
                for (k=0;k<matrix1Col;k++)
                {
                    sum+=globalArr1[i*matrix1Col+k]*mat2[k+(j*matrix2Row)];
                }
                subResult[i*matrix2Col+j]=sum;
                sum=0;
            }
        } 
        transferedResult=malloc((matrix1Row*matrix2Col)*sizeof(int));
        MPI_Gather(subResult,matrix2Col,MPI_INT,transferedResult,matrix2Col,MPI_INT,0,MPI_COMM_WORLD);

        if(rank==0)
        {
            finalResult=malloc((matrix1Row*matrix2Col)*sizeof(int));
            for(j=0;j<(matrix1Row*matrix2Col);j++)
            {
                printf("%d ",transferedResult[j]);
                if((j+1)==(matrix1Row*matrix2Col)/2)
                    printf("\n");
            }        
            printf("\n");
        }  
    }
    endTime= MPI_Wtime();
    elapsedTime=endTime-startTime;
    printf("Ending time of program: %f\n",elapsedTime);
  /* shutdown MPI */
  MPI_Finalize();
    return 0;
}
