平头哥平头哥-编译器技术专家-AI软件-上海/北京/杭州
社招全职5年以上技术-芯片地点：上海 | 北京 | 杭州状态：招聘
任职要求
1. 熟练掌握C/C++/Python等编程技能，有扎实的编程基础、良好的编程风格和工作习惯； 2. 熟悉编译原理和算法实现，二年及以上编译器开发经验； 3. 对机器学习算法/深度学习有一定了解尤佳； 4. 有GCC、LLVM和Open64等开源编译器相关开发经验尤佳； 5. 有CUDA/OpenCL/汇编级优化经验尤佳; 6. 有深度学习相关框架中如Caffe/Tensorflow/PyTorch/MXNet等图优化开发经验尤佳； 7. 有计算机体系结构背景，熟悉芯片架构/微架构（包括CPU/GPU/SoC/FPGA), 有软硬件协同设计经验尤佳； 8. 具有独立解决问题的能力，良好的团队合作意识和沟通能力； Requirements: 1. Strong C/C++/Python programming skills and solid knowledge of data structure and algorithm. 2. Familiarity with compiler theory, and experience on compiler devel…
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工作职责
1、参与人工智能芯片的软硬件协同设计，指令集功能验证； 2、参与人工智能芯片的编译器算法设计和实现, 工具链开发与维护，网络模型的性能调优； 3、参与深度学习软件栈的设计和实现； 1. Working closely with hardware/architecture engineering and software teams to understand the hardware and software requirements. 2. Responsible for compiler and tool chain design, implementation, maintaining and performance tuning. 3. Responsible for the design and implementation of deep learning software stack.
包括英文材料
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.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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.
GCC+
https://gcc.gnu.org/onlinedocs/gcc-15.2.0/gcc/
This file documents the use of the GNU compilers.
https://www.seas.upenn.edu/~ese5320/fall2022/handouts/_downloads/788d972ffe62083c2f1e3f86b7c03f5d/gccintro.pdf
The purpose of this book is to explain the use of the GNU C and C++ compilers, gcc and g++.
https://www3.ntu.edu.sg/home/ehchua/programming/cpp/gcc_make.html
The original GNU C Compiler (GCC) is developed by Richard Stallman, the founder of the GNU Project.
LLVM+
https://llvm.org/docs/GettingStarted.html
Welcome to the LLVM project!
https://llvm.org/docs/tutorial/
This is the “Kaleidoscope” Language tutorial, showing how to implement a simple language using LLVM components in C++.
https://mcyoung.xyz/2023/08/01/llvm-ir/
“LLVM” is an umbrella name for a number of software components that can be used to build compilers.
https://www.youtube.com/watch?v=Lvc8qx8ukOI
This is the first lecture from the "Programming Language with LLVM" course where we build a full programming language similar to JavaScript from scratch, using LLVM compiler infrastructure.
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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