General Information

Req #
WD00066356
Career area:
Research/Development
Country/Region:
China
State:
Beijing
City:
北京(Beijing)
Date:
Wednesday, June 5, 2024
Working time:
Full-time
Additional Locations
* China - Beijing - 北京(Beijing)

Why Work at Lenovo

 We are Lenovo. We do what we say. We own what we do. We WOW our customers. 

Lenovo is a US$62 billion revenue global technology powerhouse, ranked #217 in the Fortune Global 500, employing 77,000 people around the world, and serving millions of customers every day in 180 markets. Focused on a bold vision to deliver smarter technology for all, Lenovo has built on its success as the world’s largest PC company by further expanding into growth areas that fuel the advancement of ‘New IT’ technologies (client, edge, cloud, network, and intelligence) including server, storage, mobile, software, solutions, and services. 

This transformation together with Lenovo’s world-changing innovation is building a more inclusive, trustworthy, and smarter future for everyone, everywhere. To find out more visit www.lenovo.com, and read about the latest news via our StoryHub

Description and Requirements

岗位职责:

1. 负责GPU虚拟化、SM调度、CUDA KernelGPU算力池化等多个维度提升GPU利用率

2. 负责国产异构硬件虚拟化适配、算力池化,GPU资源混部调度等


岗位要求:

1. 全日制硕士以上学历,计算机科学与技术等相关专业;

2. 熟练C/C++编程语言语言、数据结构以及计算机系统结构,有良好的工程实现能力;

3. 具备基础的GPU编程能力(CUDA / ROCm),熟悉GPU编译与运行原理,有GPU驱动开发优化经验优先;

4. 熟悉GPU kernelSMwarpthread等各级调度原理;

5. 了解GPU容器虚拟化技术(cGPU/qGPU/mGPU等),对时/空分复用有深入理解.


加分项:

1. k8s device plugin,、资源调度以及docker开发经验

2. 了解国产AI硬件工具链,有性能优化相关经历

3. 有深度学习框架开发经验,如PyTorch/TensorFlow/Paddle/DeepSpeed

4. 了解NVIDIA PTX/SASS 指令集

5. AI或者HPC领域发表过高水平论文

Additional Locations
* China - Beijing - 北京(Beijing)
* China
* China - Beijing
* China - Beijing - 北京(Beijing)