AMD算子开发实习生 AI/ML Kernel Optimization Intern
实习兼职地点:上海状态:停招♡ 收藏
工作描述
任职要求 You are currently enrolled in a China based University in a Master's program in Computer Science, Computer Engineering, or a related field. If you have knowledge/experience with any of the following technical skills (or related areas) and are enthusiastic about this role, we strongly encourage you to apply: Machine Learning & Data Science: Exposure to machine learning algorithms, data analysis, computer vision, etc. through coursework or projects. Programming Languages: Strong programming skills in C++ with a focus on writing clean, efficient, and scalable code. Machine Learning Frameworks: Practical experience with machine learning libraries or frameworks such as TensorFlow, PyTorch, XLA, and JAX are preferred. GPU Programming: Experience with GPU programming frameworks such as CUDA or HIP for accelerating machine learning workloads is a plus. High-Performance Computing: Experience in running large-scale workloads on heterogeneous compute clusters, optimizing for efficiency and scalability. Compiler Optimization: Solid understanding of compiler theory and tools like …
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包括英文材料
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
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.
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.
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