#include #include #include #include #define SIZE 1024 void matmul_optimized(float** A, float** B, float** C, int n) { for (int i = 0; i < n; i++) { for (int j = 0; j < n; j++) { float32x4_t vecC = vdupq_n_f32(0); for (int k = 0; k < n; k += 4) { float32x4_t vecA = vld1q_f32(&A[i][k]); float32x4_t vecB = vld1q_f32(&B[k][j]); vecC = vmlaq_f32(vecC, vecA, vecB); } C[i][j] = vgetq_lane_f32(vecC, 0) + vgetq_lane_f32(vecC, 1) + vgetq_lane_f32(vecC, 2) + vgetq_lane_f32(vecC, 3); } } } int main() { float** A = (float**)malloc(SIZE * sizeof(float*)); for (int i = 0; i < SIZE; i++) { A[i] = (float*)malloc(SIZE * sizeof(float)); } float** B = (float**)malloc(SIZE * sizeof(float*)); for (int i = 0; i < SIZE; i++) { B[i] = (float*)malloc(SIZE * sizeof(float)); } float** C = (float**)malloc(SIZE * sizeof(float*)); for (int i = 0; i < SIZE; i++) { C[i] = (float*)malloc(SIZE * sizeof(float)); } for (int i = 0; i < SIZE; i++) { for (int j = 0; j < SIZE; j++) { A[i][j] = (float)(rand() % 100); B[i][j] = (float)(rand() % 100); } } clock_t start_time, end_time; start_time = clock(); matmul_optimized(A, B, C, SIZE); end_time = clock(); double elapsed_time = ((double)(end_time - start_time)) / CLOCKS_PER_SEC; printf("NEON优化矩阵乘法的运行时间:%f 秒\n", elapsed_time); for (int i = 0; i < SIZE; i++) { free(A[i]); free(B[i]); free(C[i]); } free(A); free(B); free(C); return 0; }