General Information

Req #
100014201
Career area:
Artificial Intelligence
Country/Region:
China
State:
Beijing
City:
北京(Beijing)
Date:
Friday, July 22, 2022
Additional Locations: 

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 not just a Fortune 500 company, we’re one of Fortune’s Most Admired. We’re in 180 countries, working with 63,000 brilliant colleagues and counting. And we’re known for the world’s most complete portfolio of smart technology, from devices to software to infrastructure.

With our ingenuity, we help millions—not just the select few—experience our version of a smarter future. 

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

Description and Requirements

工作内容:
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
任职资格:
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