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NPU Software Performance Engineer

收藏职位
  • 我要分享
  • 35万-70万/年
  • 上海
  • |
  • 工作经验不限
  • |
  • 本科
  • |
  • 全职

职位诱惑: 五险一金,年底双薪,股票期权,技术领先,成长空间大,老板nice,技能培训

发布时间: 2020-03-19发布

职位描述

Responsibilities:
●Training/inference performance requirement analysis
●Training/inference performance modelling and mini-benchmark design
●Benchmark application performance profiling and optimization
●Support hardware designers for hardware performance goal
 
Minimum Qualifications:
●CS/EE MS 3yrs+ relate work experience.
●Familiar with popular framework like Tensorflow, Caffe, Mxnet.
●Familiar with popular CNN, RNN models like Resnet50, Googlenet, VGG16.
●Experienced in NPU/GPGPU/HPC performance profiling and tuning experience.
●Strong coding skills in C/C++ and Python.
●Familiar with dev/build utility (like git, CMake, Bazel etc.) and shell script(like bash).
●Good communication skill and technical leadership
 
Preferred Qualifications:
●Experience in using HW emulation platform, including Palladium, Zebu, or FPGA.
●Experience with Resnet50 training performance tuning.
●Experience in NPU training performance profiling and optimization
●Experience in CUDA/cuDNN development and performance tuning.
●Experience in GPU driver performance tuning.

职位发布者

ricky.li

7天

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