Category: Machine Learning

Question

[Machine Learning] Question #17: Explain Python’s GIL.?

Answer

The Global Interpreter Lock allows one thread to execute Python bytecode at a time. Use multiprocessing for CPU-bound parallelism.

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Follow-Up Questions

  • Can you explain a trade-off involved?
  • How would you test this in production?
  • What could go wrong at scale?