#include #include #include #include #include #include "mini_blas.h" void pm(int M, int N, float *A) { int i,j; for(i =0 ; i < M; ++i){ for(j = 0; j < N; ++j){ printf("%10.6f, ", A[i*N+j]); } printf("\n"); } printf("\n"); } float *random_matrix(int rows, int cols) { int i; float *m = calloc(rows*cols, sizeof(float)); for(i = 0; i < rows*cols; ++i){ m[i] = (float)rand()/RAND_MAX; } return m; } void time_random_matrix(int TA, int TB, int m, int k, int n) { float *a; if(!TA) a = random_matrix(m,k); else a = random_matrix(k,m); int lda = (!TA)?k:m; float *b; if(!TB) b = random_matrix(k,n); else b = random_matrix(n,k); int ldb = (!TB)?n:k; float *c = random_matrix(m,n); int i; clock_t start = clock(), end; for(i = 0; i<1000; ++i){ gemm_cpu(TA,TB,m,n,k,1,a,lda,b,ldb,1,c,n); } end = clock(); printf("Matrix Multiplication %dx%d * %dx%d, TA=%d, TB=%d: %lf ms\n",m,k,k,n, TA, TB, (float)(end-start)/CLOCKS_PER_SEC); free(a); free(b); free(c); } void test_blas() { time_random_matrix(0,0,100,100,100); time_random_matrix(1,0,100,100,100); time_random_matrix(0,1,100,100,100); time_random_matrix(1,1,100,100,100); time_random_matrix(0,0,1000,100,100); time_random_matrix(1,0,1000,100,100); time_random_matrix(0,1,1000,100,100); time_random_matrix(1,1,1000,100,100); }