Professional CUDA C Programming的代码实例1.1

Posted 2021-03-20 wangguihandsome

CUDA PROGRAM STRUCTURE
A typical CUDA program structure consists of fi ve main steps:
1. Allocate GPU memories.
2. Copy data from CPU memory to GPU memory.
3. Invoke the CUDA kernel to perform program-specifi c computation.
4. Copy data back from GPU memory to CPU memory.
5. Destroy GPU memories.
In the simple program hello.cu, you only see the third step: Invoke the kernel. For
the remainder of this book, examples will demonstrate each step in the CUDA program
structure.

一个典型的CUDA程序结构由以下五个主要步骤组成:

1分配GPU的记忆。

2. 将数据从CPU内存复制到GPU内存。

3.调用CUDA内核执行program-specifi计算。

4. 将数据从GPU内存复制到CPU内存。

5. 摧毁GPU的记忆。

在简单的程序中hello.cu，你只看到第三步:调用内核。在本书的其余部分，示例将演示CUDA程序结构中的每个步骤。

#include <stdio.h>
#include"cuda_runtime.h"
__global__ void helloFromGPU(void)
{
    printf("Hello World from GPU!
");
}
int main(void)
{
    // hello from cpu
    printf("Hello World from CPU!
");
    helloFromGPU <<<10, 1 >>> ();
    cudaDeviceReset();
    return 0;
}