哈啰【英才2027】智驾大模型量化与部署-造父Robotaxi
社招全职算法地点：上海状态：招聘
工作描述
任职要求 1. 2027 届海内外高校应届毕业生，计算机、电子工程、自动化、数学等相关专业，硕士及以上学历优先。 2. 具备扎实的 C/C++ 编程基础，熟悉 Python，具有良好的代码规范和调试能力。 3. 熟悉 Linux 开发环境，了解计算机体系结构、操作系统及编译原理。 专业技能（满足以下任意 2-3 项即可） 1. 深度学习框架：熟练掌握 PyTorch 或 TensorFlow，深入理解常见神经网络结构（CNN, Transformer, ViT），有实际的大模型训练或微调经验。 2. 模型压缩技术：熟悉模型量化原理（INT8/FP16/BF16），了解 PTQ（训练后量化）和 QAT（量化感知训练）流程，有 TensorRT、ONNX Runtime 使用经验者优先。 3. 高性能计算：熟悉 CUDA 编程，了解 GPU 内存层…
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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.
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
编译原理+
https://compilerbook.com/
We're picking up right where we left off and write a compiler and a virtual machine for Monkey.
https://craftinginterpreters.com/
Crafting Interpreters contains everything you need to implement a full-featured, efficient scripting language.
https://interpreterbook.com/
In this book we will create a programming language together.
https://nostarch.com/writing-c-compiler
Build a Real Programming Language from Scratch
https://www.youtube.com/watch?v=5ZmFlxrNaN8&list=PLBlnK6fEyqRjT3oJxFXRgjPNzeS-LFY-q
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具，在灵活性、可读性和性能上都具备相当的优势，近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
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我们期待你： 基础能力 - 拥有计算机科学或相关专业的学士学位； - 扎实的编程基础，至少熟悉一门主流编程语言（Java、JavaScript/TypeScript、Python等）； - 对前后端开
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