字节跳动硬件加速参考模型研发工程师-Data
社招全职3-5年A21098地点:深圳状态:招聘
任职要求
1、本科及以上学历,3-5年以上底层系统软件相关领域开发工作经验; 2、扎实的计算机处理器体系结构基础,熟悉现代处理器的基本工作原理以及指令集ISA等; 3、了解处理器模拟器的实现原理; 4、熟练掌握C/C++、汇编和Python语言等相关编程语言; 5、良好的口头与书面沟通技巧,有团队工作意识和精神,工作积极主动、责任心强。 加分项: 1、有X86、Arm、Riscv、Sparc或者其他体系结构处理器的模拟器开发经验; 2、有SystemC工程经验; 3、深入了解机器学习、深度学习等神经网络计算图程序。
工作职责
1、负责开发和维护NPU的仿真器;包括ISS和Cycle-Accurate Model; 2、负责开发和维护基于编译器IR的前传实现,用于功能验证; 3、负责和芯片验证团队对接,提供参考模型和测试用例。
包括英文材料
学历+
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.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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