Xiaomi Technology

Miclaw-大模型芯片协同方向实习生

Xiaomi Technology  •  Onsite  •  13 hours ago
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Job Description

Miclaw-大模型芯片协同方向实习生
AI人才专项
北京
校招
实习
软件研发类
实习生招聘计划
职位描述
岗位概述
您将主要专注于构建端侧AI模型、编译器、推理框架的优化,以便在所有小米手机上高效的AI推理
开发高效的调试工具链,以便找到从模型本身到AI芯片或者CPU运算单元每一个环节的瓶颈点
与业界最佳成果进行对标,挖掘优化点,识别优先级,与相关团队配合论证可行性,并且最终落地优化成果
总结你的优化经验,整合小米从软件到芯片的能力,让开发者可以迭代模型创作、优化、转换、执行、调试、分析
核心职责
1.研究并实践大模型与芯片的协同设计,包括针对特定芯片的计算特性进行模型架构与算子的适配与优化。
2.构建用于在端侧推理芯片上执行 ML 模型的生产关键型系统软件
3.跟踪软硬件协同领域的前沿技术,将创新方案进行工程实现与性能评估。
职位要求
任职要求
1.硕士或博士在读,计算机科学、电子工程、微电子、人工智能或相关专业。
2.具备扎实的计算机体系结构、深度学习或编译原理基础。
3.具备以下至少一项经验者优先:模型压缩/量化、AI芯片设计/编程、高性能计算、深度学习框架或编译器开发。
4.熟练掌握C/C++/Python等编程语言,具备优秀的算法实现和系统调试能力。
5.对软硬件协同有浓厚兴趣,具备强烈的求知欲、出色的分析能力和解决问题的动力。
投递
Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
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