Xiaomi Technology

顶尖应届-AI Compiler 开发工程师-芯片

Xiaomi Technology  •  Onsite  •  2 hours ago
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Job Description

顶尖应届-AI Compiler 开发工程师-芯片

北京

校招

正式

软件研发类

职位描述

1、结合端侧NPU和模型深入研究编译技术,例如针对计算单元的自动向量化,深度融合等; 2、研究优化针对Tensor Core计算切分,多种并发模式优化等; 3、研究访存优化,Layout最优化求解等; 4、利用AutoTuning、机器学习等技术寻找最优化配置方案等; 5、探索端到端模型编译新方法,Tile-based DSL设计与开发等。

职位要求

1、计算体系结构或者编译技术方向博士;2、从事GPGPU/NPU上AI编译技术研究,并且发表过顶级论文;3、有较强的分析和解决问题能力、较强的动手能力;4、熟悉LLVM等编译器,有传统编译器后端开发经验优先;5、熟悉GPGPU和SIMT架构,有NVGPU上编译优化,算子优化,HPC优化等经验优先;6、有开源社区贡献者优先。

职位信息

课题名称及内容:

端侧高效推理NPU编译技术研究:1、结合端侧NPU和模型深入研究编译技术,包括但不限于,针对Tensor Core计算切分,多种并发模式优化,访存优化,Layout最优化求解等; 2、端到端的探索模型编译,DSL设计与开发等。

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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