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3 months ago
#include <iostream>
#include <ctime> // 用于 clock() 函数
#include <cstdlib> // 用于 rand() 函数
#include <cstdio> // 用于 printf 函数
// 定义矩阵大小
#define SIZE 1024
// 矩阵乘法函数
void matmul(float** A, float** B, float** C, int n) {
// 初始化结果矩阵 C 为 0
for (int i = 0; i < n; ++i) {
for (int j = 0; j < n; ++j) {
C[i][j] = 0;
}
}
// 矩阵乘法C[i][j] = A[i][k] * B[k][j] 的累加
for (int i = 0; i < n; ++i) {
for (int j = 0; j < n; ++j) {
for (int k = 0; k < n; ++k) {
C[i][j] += A[i][k] * B[k][j];
}
}
}
}
int main() {
// 动态分配矩阵内存
float** A = new float*[SIZE];
float** B = new float*[SIZE];
float** C = new float*[SIZE];
for (int i = 0; i < SIZE; ++i) {
A[i] = new float[SIZE];
B[i] = new float[SIZE];
C[i] = new float[SIZE];
}
// 初始化 A 和 B 矩阵的元素为随机值
srand(static_cast<unsigned>(time(0))); // 使用时间作为随机种子
for (int i = 0; i < SIZE; ++i) {
for (int j = 0; j < SIZE; ++j) {
A[i][j] = rand() % 100; // 随机数0到99
B[i][j] = rand() % 100; // 随机数0到99
}
}
// 计时开始
clock_t start = clock();
// 执行矩阵乘法
matmul(A, B, C, SIZE);
// 计时结束
clock_t end = clock();
// 计算并输出运行时间
double elapsed_time = double(end - start) / CLOCKS_PER_SEC;
printf("矩阵乘法执行时间: %.6f 秒\n", elapsed_time);
// 释放动态分配的内存
for (int i = 0; i < SIZE; ++i) {
delete[] A[i];
delete[] B[i];
delete[] C[i];
}
delete[] A;
delete[] B;
delete[] C;
return 0;
}