顶尖应届-NPU架构工程师-芯片
北京
校招
正式
芯片类
职位描述
职位要求
职位信息
课题名称及内容:
端侧高效推理NPU架构优化技术研究:1. 结合端侧设备的功耗、面积和实时性限制,探索轻量化、高能效的NPU微架构设计 2. 针对常见深度学习算子(卷积、矩阵乘法、注意力机制等)进行硬件友好的重新设计与加速策略研究 3. 优化片上存储结构(如SRAM/BRAM)以支持高效的数据调度和多任务并行处理 4. 构建高效的DMA调度机制与片外内存访问控制策略,减少数据传输瓶颈 5. 研究端侧NPU多任务协同下的推理调度策略,支持任务优先级、时间片切换等机制
投递

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.