
大规模并行处理器编程实战
Programming Massively Parallel Processors
David Kirk、Wen-Mei W. Hwu · 初版 2010 年
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为什么值得读
- 量身适合从CPU转型到GPU的工程师
- 紧扣核心目标聚焦极致压榨硬件运行速度
- 对大模型训练与推理的算力优化极具实用价值
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Programming Massively Parallel Processors
David Kirk、Wen-Mei W. Hwu · 初版 2010 年
正在加载完整评论……
如果你喜欢教科书,我推荐 Hwu、Kirk 和 Hajj 写的《Programming Massively Parallel Processors》。[1] 最新版是 2022 年出版的。如果你喜欢看视频课,我推荐 Hajj 在 YouTube 上的 2021 年讲座播放列表 [2]。他讲解了书中一部分……
If you like textbooks, I would recommend "Programming Massively Parallel Processors" by Hwu, Kirk, and Hajj. [1] The most recent edition was published in 2022. If you like lecture videos, I would recommend Hajj's YouTube playlist of 2021 lectures [2]. He works through a subset of the…
这本书:Wen-mei W. Hwu、David B. Kirk 和 Izzat El Hajj 写的《Programming Massively Parallel Processors》,简直像是为从 CPU 转向 GPU 架构的人量身定制的。
this book: Programming Massively Parallel Processors by Wen-mei W. Hwu , David B. Kirk , Izzat El Hajj seems to be tailor mode for folks transitioning from cpu -> gpu arch.
……视频游戏编程(不限于 CUDA,但有涵盖):http://users.ece.gatech.edu/lanterma/mpg/ UIUC ECE498AL - 应用并行编程:http://courses.engr.illinois.edu/ece498/al/ 书籍:《Programming Massively Parallel Processors》:http://www.amazon.com/Programming-Massively-Parallel-Process... 《CUDA By Example》:http://www.amazon.com/CUDA-Example-Introduction-General-Purp... 如果你决定走 CUDA 路线而不是 OpenCL,……
…Programming for Video Games (not CUDA specific, but covered): http://users.ece.gatech.edu/lanterma/mpg/ UIUC ECE498AL - Applied Parallel Programming: http://courses.engr.illinois.edu/ece498/al/ Books: Programming Massively Parallel Processors: http://www.amazon.com/Programming-Massively-Parallel-Process... CUDA By Example: http://www.amazon.com/CUDA-Example-Introduction-General-Purp... If you decide to go the CUDA route, as opposed to OpenCL,…
给感兴趣的人:《Programming Massively Parallel Processors: A Hands-on Approach》是本学习 CUDA 编程的绝佳书籍,而且它主要讲的是性能,毕竟 GPU 本来就是为了追求速度。和普通的编程书不同,它花了很多篇幅讲如何……
To ones who are interested: "Programming Massively Parallel Processors: A Hands-on Approach" is a great book to learn CUDA programming, and it talks mostly about performance because, after all, GPU is about speed. Unlike normal programming books, it talks a lot about how…
……方向也是。GPU 竞赛变得异常火热,大家都在绞尽脑汁榨干每一分性能,尤其是在 LLM 训练和推理方面。我推荐的一个资源是《Programming Massively Parallel Processors》[1]。我自己也把它当成业余项目在学,并把笔记上传到了这里 [2] [1] https://shop.elsevier.com/books/programming-massively-parall... [2] https://github.com/mandliya/PMPP_notes
…direction too. GPU race is getting really hot and there is a lot of work being done to squeeze every ounce of performance especially for LLM training and inference. One resource I would recommend is “Programming massively parallel processors” [1] I am also learning it as my hobby project and uploading my notes here [2] [1] https://shop.elsevier.com/books/programming-massively-parall... [2] https://github.com/mandliya/PMPP_notes
我的首选是 Wen-Mei Hwu 写的《Programming Massively Parallel Processors》,非常棒、极其通俗易懂的入门书。[0] [0] https://a.co/d/9fmbZqg
My go to is Programming Massively Parallel Processors by Wen-Mei Hwu, excellent really approachable introduction. [0] [0] https://a.co/d/9fmbZqg