General Information

Req #
WD00027274
Career area:
Artificial Intelligence
Country/Region:
China
State:
Beijing
City:
北京(Beijing)
Date:
Tuesday, April 26, 2022
Working time:
Full-time
Additional Locations: 
* 北京(Beijing) - Beijing - China

Why Work at Lenovo

Here at Lenovo, we believe in smarter technology for all, so we spend our time building a society that’s brighter and more inclusive. And we go big. No, not big—huge. 

We’re a US$60 billion revenue Fortune Global 500 company serving customers in 180 markets around the world. Focused on a bold vision to deliver smarter technology for all, we are developing world-changing technologies that power (through devices and infrastructure) and empower (through solutions, services and software) millions of customers every day and together create a more inclusive, trustworthy and sustainable digital society for everyone, everywhere. 

The one thing that’s missing? Well… you...

Description and Requirements

岗位职责       
1.实现边缘设备上计算图、内存及算子计算的高性能优化        
2.与算法、软件开发团队一起,共同完成边缘AI算法的落地,确保算法运行的高效性及实时性      
 基本要求
 1.计算机、软件工程、自动化等相关专业本科及以上  
 2.熟悉熟悉Caffe、Tensorflow、Pytorch机器学习框架机器学习框架,了解TensorRT和和TF-TRT高性能推理,以及高性能推理,以及神经网络模神经网络模型小型化型小型化、轻量化等技术。
 3.熟练掌握CUDA并行编程模式,熟悉CuDNN/CuBlas, TensorRT库,具有4年以上算法优化经验     
 4.熟悉TVM/XLA/GLOW/TFRT等DL编译栈,具有4年以上计算图IR/MLIR抽象及优化经验
 5.深入理解深度学习量化方法,熟悉框架量化设计及相关算子开发方法
 6.独立的开发、性能分析、问题追踪修复能力 
 7.学习能力强,对新事物保持好奇心,能够快速融入新环境 
 8.良好的编程风格习惯、文档摆写能力,团队沟通协作能力
 加分项
 -熟悉编译原理,熟悉LLVM
 -熟悉TensorFlowSavedModel模型格式

* 北京(Beijing) - Beijing - China