并行计算使用的是async, 通过每一个线程都进行相同的计算,最后在vector<future<int>>result; 将结果进行相加
全部代码
// // Created by Administrator on 2021/6/29. // #include<iostream> #include<thread> #include<future> #include<vector> #include<cstdlib> using namespace std; #define COUNT 1000000 int add(vector<int>*arr, int start, int count) { static mutex m; //只会初始化一次 int sum(0); //保存结果的作用 for(int i = 0; i < count; i++){ sum += (*arr)[start + i]; } { //显示结果必须, 仅仅计算多余, 加锁 lock_guard<mutex> lck(m); //锁定 cout << "thread" << this_thread::get_id << ",count" << ",sum=" << sum << endl; //打印结果 } return sum; } int main() { vector<int>data(COUNT); //数组, 100万 for(int i = 0; i < COUNT; i++) { data[i] = (i + 1) % 1000; //0-999 } vector<future<int>>result; //结果数组 int cpus = thread::hardware_concurrency(); //CPU核心的个数 for(int i = 0; i < cpus * 2; i++) { int batch_each = COUNT / (cpus * 2); // if(i == (cpus * 2) - 1) { batch_each = COUNT - COUNT / (cpus * 2) * i; //最后一个承担更多的计算 } //不断压入结果 result.push_back(async(add, &data, i * batch_each, batch_each)); //返回结果 } int lastresult(0); for(int i = 0; i < cpus * 2; i++) { lastresult += result[i].get(); //汇总结果 } cout << "lastresult=" << lastresult << endl; cin.get(); }
// // Created by Administrator on 2021/6/29. // #include<iostream> #include<thread> #include<future> #include<vector> #include<cstdlib> using namespace std; #define COUNT 1000000 int add(vector<int>*arr, int start, int count) { static mutex m; //只会初始化一次 int sum(0); //保存结果的作用 for(int i = 0; i < count; i++){ sum += (*arr)[start + i]; } { //显示结果必须, 仅仅计算多余, 加锁 lock_guard<mutex> lck(m); //锁定 cout << "thread" << this_thread::get_id << ",count" << ",sum=" << sum << endl; //打印结果 } return sum; } int main() { vector<int>data(COUNT); //数组, 100万 for(int i = 0; i < COUNT; i++) { data[i] = (i + 1) % 1000; //0-999 } vector<future<int>>result; //结果数组 int cpus = thread::hardware_concurrency(); //CPU核心的个数 for(int i = 0; i < cpus * 2; i++) { int batch_each = COUNT / (cpus * 2); // if(i == (cpus * 2) - 1) { batch_each = COUNT - COUNT / (cpus * 2) * i; //最后一个承担更多的计算 } //不断压入结果 result.push_back(async(add, &data, i * batch_each, batch_each)); //返回结果 } int lastresult(0); for(int i = 0; i < cpus * 2; i++) { lastresult += result[i].get(); //汇总结果 } cout << "lastresult=" << lastresult << endl; cin.get(); }