蚂蚁金服蚂蚁集团-DeepXPU 研发工程师-北京/杭州
社招全职2年以上技术类-开发地点:北京 | 杭州状态:招聘
任职要求
1.计算机相关学科专业,基本功扎实,3年以上相关工作经验。 2.熟悉Linux开发环境,掌握C/C++/Python编程语言,具备CUDA算子开发能力,掌握cutlass/CuTe/triton等算子开发工具,掌握nsys/ncu等profile工具。 3.深度理解GPU体系结构和CUDA编程模型,掌握GPU算子开发和性能调优技术,掌握GPU显存优化技术。 4.掌握FlashAttention/Flash…
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工作职责
蚂蚁DeepXPU团队专注在基于GPU等AI芯片的高性能异构计算系统研发,欢迎加入我们一起致力于: ● Software&Hardware Co-Design:深入分析GPU等AI芯片的硬件架构,打磨极致高效的算子与显存优化技术,优化大模型引擎,构建异构虚拟化能力。通过系统建设和优化,推动计算效率逼近硬件的性能极限,打造面向大模型的AI系统生态,提升智算集群的整体效率。 ● Algorithm&System Co-Design:从系统的视角出发,和算法团队紧密配合,共同探索大模型结构和范式的创新,并面向大规模AI应用场景进行系统级优化与落地。
包括英文材料
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
CUDA+
https://developer.nvidia.com/blog/even-easier-introduction-cuda/
This post is a super simple introduction to CUDA, the popular parallel computing platform and programming model from NVIDIA.
https://www.youtube.com/watch?v=86FAWCzIe_4
Lean how to program with Nvidia CUDA and leverage GPUs for high-performance computing and deep learning.
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