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T5 Others DeepGlint Round 1

DeepGlint AI Infra first round

Real DeepGlint AI Infra first-round interview questions covering inference optimization, training optimization, and related topics

Inference optimization Training optimization

Project experience

  1. Project introduction, with emphasis on the mixed-precision quantization part.

Inference optimization

  1. Faced with a brand-new model that needs performance optimization on a given hardware platform, describe your overall analysis and optimization approach.
  2. In inference optimization today, which research directions are still under-explored? Propose a few feasible ones.

Open questions

  1. How do you usually learn new tech? Which related papers have you read?