DNN Architecture and Performance Engineer
MediaTek
HsinChu, Taiwan
5天前

Job Description

1. Architecture development of AI compute hardware

  • Architecture, functional and performance modeling by C++ and SystemC
  • Performance and power analysis for state-of-the-art deep neural network
  • 2. Co-work with DE, DV and SW teams

  • Support debugging and verification for AI hardware
  • Support optimization for software tools
  • Requirement 1. Knowledge with compute architecture (DLA, DSP, CPU, GPU, etc..)

    2. Familiar with state-of-the-art DNN network model

    3. Familiar with modeling techniques with C / C++ / SystemC

    Familiarity with one or more of following techniques will be a plus :

    1. Gem5

    2. Digital Design (Verilog, etc.)

    3. AI Framework (PyTorch or Tensorflow)

    4. OpenCL, CUDA, or Halide programming

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