62 lines
1.3 KiB
C++
62 lines
1.3 KiB
C++
|
#include "mat_mul.h"
|
||
|
|
|
||
|
|
#include <cstdlib>
|
||
|
|
#include <cstdio>
|
||
|
|
#include <pthread.h>
|
||
|
|
|
||
|
|
static float *A, *B, *C;
|
||
|
|
static int M, N, K;
|
||
|
|
static int num_threads;
|
||
|
|
|
||
|
|
inline int min(const int a, const int b){return a>b ? b : a;};
|
||
|
|
|
||
|
|
static void* mat_mul_thread(void *data) {
|
||
|
|
int pid = * (int *) data;
|
||
|
|
int slice = M / num_threads;
|
||
|
|
int start = pid * slice;
|
||
|
|
int end = (pid == num_threads-1) ? M : (pid+1)*slice;
|
||
|
|
|
||
|
|
float Aik;
|
||
|
|
int nblk = 32;
|
||
|
|
|
||
|
|
for (int kk=0; kk<K; kk+=nblk)
|
||
|
|
{
|
||
|
|
for(int i=start; i<end; ++i)
|
||
|
|
{
|
||
|
|
int iN = i*N;
|
||
|
|
for(int k=kk; k<min(kk+nblk, K); ++k)
|
||
|
|
{
|
||
|
|
int iK = i*K;
|
||
|
|
int kN = k*N;
|
||
|
|
Aik = A[iK + k];
|
||
|
|
for(int j=0; j<N; ++j)
|
||
|
|
{
|
||
|
|
C[iN + j] += Aik * B[kN + j];
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
return NULL;
|
||
|
|
}
|
||
|
|
|
||
|
|
void mat_mul(float *_A, float *_B, float *_C, int _M, int _N, int _K, int _num_threads) {
|
||
|
|
A = _A, B = _B, C = _C;
|
||
|
|
M = _M, N = _N, K = _K;
|
||
|
|
num_threads = _num_threads;
|
||
|
|
|
||
|
|
// TODO: create '_num_threads' pthreads
|
||
|
|
pthread_t *threads;
|
||
|
|
threads = (pthread_t *) malloc(sizeof(pthread_t) * _num_threads);
|
||
|
|
for(int i=0; i<num_threads; ++i)
|
||
|
|
{
|
||
|
|
int *pid = (int *) malloc(sizeof(int));
|
||
|
|
*pid = i;
|
||
|
|
pthread_create(&threads[i], NULL, mat_mul_thread, pid);
|
||
|
|
}
|
||
|
|
for(int i=0; i<num_threads; i++)
|
||
|
|
{
|
||
|
|
pthread_join(threads[i], NULL);
|
||
|
|
}
|
||
|
|
}
|