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      High Performance Computing Engineer Interview

      17 Mar 2022
      Anonymous interview candidate
      No offer
      Positive experience
      Average interview

      Application

      I applied through an employee referral. The process took 2 days. I interviewed at SenseTime in Jan 2022

      Interview

      Virtual onsite, the interviewer is really nice. 1. A short self-introduction 2. One hour of some knowledge of computer architecture, some are very basic. It is more like a chat. 3. Then the interviewer asked about the project I have done. He said my experience is not that much 4. An easy coding "memcpy" 5. What do you want to ask

      Interview questions [8]

      Question 1

      The five steps how cpu execute an instruction?
      Answer question

      Question 2

      How does Instruction level parallelism work?
      Answer question

      Question 3

      When will the ILP not work?
      Answer question

      Question 4

      What kinds of data dependencies are there in pipeline? Which one of RW, WR or WW cannot be solved by renaming
      Answer question

      Question 5

      Optimization in machine learning from hardware point of view?
      Answer question

      Question 6

      Did you do the optimization of matrix multiplication? What is the specific process? For example, how to analyze performance bottlenecks?
      Answer question

      Question 7

      Do you know the arithmetric intensity? What is the relationship between that and the roofline model?
      Answer question

      Question 8

      What is the memory to cpu latency (how many cycles)
      Answer question

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