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      Deep Learning Library Software Development Engineer Interview

      Aug 12, 2018
      Anonymous Interview Candidate
      Warsaw, Masovia
      No offer
      Negative experience
      Average interview

      Application

      I applied online. The process took 3+ months. I interviewed at NVIDIA (Warsaw, Masovia) in Apr 2018

      Interview

      The process took 17 weeks. I had 2 technical phone interviews, 4 technical on-site interviews in Warsaw, Poland, and a phone call for salary discussion. Everything was settled including phone calls with my referees. In my last update, I was informed that offer was pending on VP's approval. They suddenly changed their mind and decided to move forward with another candidate (after tough discussions they say). I have listed my overall experience and thoughts below. 1- The process took too long. 2- They were not informative unless I ask for something. 3- All the people I met were very kind and nice. 4- Disappointed after settled on even small details

      Interview questions [1]

      Question 1

      - An assembly question about a SIMD architecture that I cannot remember exactly. - Given an array of points (x and y coordinates), implement a data structure (a heap) for insertion and deletion of n nearest ones. - Implement a CUDA kernel that computes the frequencies of numbers given in an array - Given a very large file containing integers, implement an algorithm that outputs sorted version. (also do space and time complexity analysis) - Implement an optimized CUDA kernel for matrix transpose (also had discussions about GPU architecture) - Present a system you designed and implemented, and explain the changes for desired features asked on the conversation. - Various questions about deep learning like explanation of optimization algorithms, difference between gradient descent and stochastic gradient descent, underfitting, overfitting, gradient clipping and many more.
      Answer question
      6