thrust::device_vector初始化
时间: 2024-11-29 14:39:12 浏览: 70
Thrust是一个CUDA编程库,它为数据并行处理提供了高效的C++模板算法。`thrust::device_vector`是一种存储在GPU设备内存中的动态数组,用于在CUDA计算中高效地操作大量数据。
`device_vector`的初始化可以通过几种方式完成:
1. **构造函数**:
```cpp
thrust::device_vector<int> my_vec(n); // 创建一个包含n个默认值0的vector
```
2. **赋值**:
```cpp
thrust::device_vector<int> my_vec; // 空vector
my_vec = {1, 2, 3}; // 使用初始化列表填充
```
3. **从host vector复制**:
```cpp
thrust::device_vector<int> my_vec(host_vec); // 将host上的vector复制到device
```
4. **直接在device上初始化**:
```cpp
thrust::device_vector<int> my_vec(allocate(device_memory)); // 使用分配的device内存
*my_vec.begin() = some_device_value; // 直接设置元素
```
5. **从文件读取**(假设已经将数据加载到host上):
```cpp
std::ifstream file("data.txt");
std::vector<int> host_data(file);
thrust::device_vector<int> device_vec(host_data.begin(), host_data.end());
```
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