HPC高性能运算的发展应用场景以及高性能计算技术总结
其他
2020-04-06 20:47:48
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Table of Contents
计算需求和计算能力的缺口发展形式
GPU的引入
GUP长什么样
CPU与GPU架构
GPU计算模型
几种高性能开发工具
GPU算法的实现
性能的对比
GPU Java实现
MPI与CUDA的混合实现
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计算需求和计算能力的缺口发展形式
![](https://img-blog.csdnimg.cn/20200404120732187.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
GPU的引入
![](https://img-blog.csdnimg.cn/202004041208059.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404120829549.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404120847504.gif)
![](https://img-blog.csdnimg.cn/2020040412091477.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404121415848.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
GUP长什么样
![](https://img-blog.csdnimg.cn/20200404121000791.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
CPU与GPU架构
![](https://img-blog.csdnimg.cn/20200404121309439.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404121350455.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/2020040412145210.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404121510644.PNG?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404121525337.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
GPU计算模型
![](https://img-blog.csdnimg.cn/20200404121103738.JPG?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404121736827.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404121154105.JPG?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/2020040412121124.JPG?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404121223336.JPG?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/2020040412163413.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
几种高性能开发工具
![](https://img-blog.csdnimg.cn/20200404121823163.JPG?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404121708781.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404121851929.JPG)
![](https://img-blog.csdnimg.cn/20200404121757874.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404121912408.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404121930409.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
GPU算法的实现
![](https://img-blog.csdnimg.cn/20200404121959612.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404122016673.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
性能的对比
![](https://img-blog.csdnimg.cn/20200404122046361.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
![](https://img-blog.csdnimg.cn/20200404122056118.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
GPU Java实现
![](https://img-blog.csdnimg.cn/20200404122123325.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
MPI与CUDA的混合实现
![](https://img-blog.csdnimg.cn/20200404122154730.JPG?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1JvbmdfVG9h,size_16,color_FFFFFF,t_70)
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转载自blog.csdn.net/Rong_Toa/article/details/105308230