forked from dimitrisstyl7/parallel-computing-project
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathmm.c
150 lines (125 loc) · 3.43 KB
/
mm.c
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
#include <stdio.h>
#include <stdlib.h>
#include <sys/time.h>
double *A, *B, *C;
long N, K, M, numOfThreads;
int main(int argc, char *argv[])
{
long printResults;
char *EndPtr;
struct timeval start, end;
double elapsed_time;
if (argc != 6) {
printf("USAGE: %s <N> <K> <M> <PRINT RESULTS> <NUMBER OF THREADS>\n", argv[0]);
exit(1);
}
N = strtol(argv[1], &EndPtr, 10);
if (*EndPtr != '\0' || N < 1) {
printf("Invalid number for N provided.\n");
exit(1);
}
K = strtol(argv[2], &EndPtr, 10);
if (*EndPtr != '\0' || K < 1) {
printf("Invalid number for K provided.\n");
exit(1);
}
M = strtol(argv[3], &EndPtr, 10);
if (*EndPtr != '\0' || M < 1) {
printf("Invalid number for M provided.\n");
exit(1);
}
printResults = strtol(argv[4], &EndPtr, 10);
if (*EndPtr != '\0') {
printf("Invalid number for printResults provided.\n");
exit(1);
}
numOfThreads = strtol(argv[5], &EndPtr, 10);
if (*EndPtr != '\0' || numOfThreads < 1) {
printf("Invalid number of threads provided.\n");
exit(1);
}
/*
* Allocate memory for input and output arrays.
* All elementrs of the output array are initialized to 0.
*/
A = (double *)malloc(N * K * sizeof(double));
if (A == NULL) {
printf("Could not allocate memory for array A.\n");
exit(2);
}
B = (double *)malloc(K * M * sizeof(double));
if (B == NULL) {
printf("Could not allocate memory for array B.\n");
free(A);
exit(2);
}
C = (double *)calloc(N * M, sizeof(double));
if (C == NULL) {
printf("Could not allocate memory for array C.\n");
free(A); free(B);
exit(2);
}
printf("Starting initialization of array A.\n");
for (int i = 0; i < N; i++)
for (int j = 0; j < K; j++)
A[i * K + j] = 3.0 * drand48();
printf("Finished initialization of array A.\n");
printf("Starting initialization of array B.\n");
for (int i = 0; i < K; i++)
for (int j = 0; j < M; j++)
B[i * M + j] = 3.0 * drand48();
printf("Finished initialization of array B.\n");
/*
* Matrix-Matrix multiplication
*/
gettimeofday(&start, NULL);
// permutation_2 (best)
for (int i = 0; i < N; i++)
for (int k = 0; k < K; k++)
for (int j = 0; j < M; j++)
C[i * M + j] += A[i * K + k] * B[k * M + j];
gettimeofday(&end, NULL);
elapsed_time = (double)(end.tv_sec - start.tv_sec) + (double)(end.tv_usec - start.tv_usec) / 1000000.0;
printf("Time for multiplication: %f sec\n", elapsed_time);
if (printResults != 0) {
for (int i = 0; i < N; i++) {
for (int j = 0; j < M; j++) {
printf("%25.16f", C[i * M + j]);
}
printf("\n");
}
}
return(0);
}
/*
permutation_1
for (int i = 0; i < N; i++)
for (int j = 0; j < M; j++)
for (int k = 0; k < K; k++)
C[i * M + j] += A[i * K + k] * B[k * M + j];
permutation_2 (best)
for (int i = 0; i < N; i++)
for (int k = 0; k < K; k++)
for (int j = 0; j < M; j++)
C[i * M + j] += A[i * K + k] * B[k * M + j];
permutation_3
for (int j = 0; j < M; j++)
for (int i = 0; i < N; i++)
for (int k = 0; k < K; k++)
C[i * M + j] += A[i * K + k] * B[k * M + j];
permutation_4
for (int j = 0; j < M; j++)
for (int k = 0; k < K; k++)
for (int i = 0; i < N; i++)
C[i * M + j] += A[i * K + k] * B[k * M + j];
permutation_5
for (int k = 0; k < K; k++)
for (int i = 0; i < N; i++)
for (int j = 0; j < M; j++)
C[i * M + j] += A[i * K + k] * B[k * M + j];
permutation_6
for (int k = 0; k < K; k++)
for (int j = 0; j < M; j++)
for (int i = 0; i < N; i++)
C[i * M + j] += A[i * K + k] * B[k * M + j];
*/