[coursera] Heterogeneous Parallel Programming (#Week 1)

课程介绍：

All computing systems, from mobile to supercomputers, are becoming heterogeneous parallel computers using both multi-core CPUs and many-thread GPUs for higher power efficiency and computation throughput. While the computing community is racing to build tools and libraries to ease the use of these heterogeneous parallel computing systems, effective and confident use of these systems will always require knowledge about the low-level programming interfaces in these systems. This course is designed for students in all disciplines to learn the essence of these programming interfaces (CUDA/OpenCL, OpenMP, and MPI) and how they should orchestrate the use of these interfaces to achieve application goals.

The course is unique in that it is application oriented and only introduces the necessary underlying computer science and computer engineering knowledge needed for understanding. It covers data parallel execution model, memory models for locality, parallel algorithm patterns, overlapping computation with communication, and scalable programming using joint MPI-CUDA in large scale computing clusters. It has been offered as a one-week intensive summer school for the past four years. In the past two years, there have been ten video-linked academic sides with a total of more than two hundred students each year.


如果未来有机会用到大规模计算的童鞋们一定不要错过这个课～主要讲的是GPGPU计算和MPI集群计算。

本周作业内容是CUDA基础：向量加法


PS： 想下载video lecture又嫌大的同志们可以试试 https://class.coursera.org/hetero-2012-001/lecture/index

提交作业求学分

cooooolboy 发表于 2013-1-5 22:08
有加分么。。。。。
可是现在MP1已经截不到了诶

MP1的deadline已经过了很久了。。

cooooolboy 发表于 2013-1-7 00:40
对啊，amazon的那个系统也早就不给MP1留位置了

而且那个系统经常挂。。

cooooolboy 发表于 2013-1-16 22:54
MP1的提交结果，那个提交时间有bug，不是那个时间

刚开始追2015年的。

请问你是在webgpu上做lab的吗？ webgpu的API怎么查看呢？

比如我知道在cuda.h中用cudaMemcpy完成数据复制，在wb.h中该用哪个函数啊

knight0clk 发表于 2015-1-21 01:46
刚开始追2015年的。

请问你是在webgpu上做lab的吗？ webgpu的API怎么查看呢？

我也在上这个课啊，你可以去那的讨论区问问。

请问现在这个课还有在跟吗？