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T5 Others Hikvision Round 1

Hikvision AI Infra round 1

Hikvision AI Infra round-1 interview questions covering inference optimization and training optimization

Inference optimization Training optimization

Project experience

  1. Introduce the overall architecture and technical approach of the supercomputing-platform project.
  2. Main differences between domestic compute platforms and mainstream foreign ones?

Training optimization

  1. What are the main performance bottlenecks in distributed training today?

Inference optimization

  1. Overall view of model inference optimization?
  2. When quantization drops accuracy, how do you investigate and localize the issue?

Coding

  1. Merge two sorted arrays.

Open questions

  1. What work content and career direction do you want?
  2. How do you ramp up quickly in a new technical domain?
  3. Share a difficult experience and how you handled it.