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Explain what torch.distributed.barrier does

Last updated: Mar 29, 2026

Quick Overview

This question evaluates understanding of PyTorch distributed synchronization primitives, process coordination, and concurrency control in distributed training workflows.

  • hard
  • OpenAI
  • Software Engineering Fundamentals
  • Machine Learning Engineer

Explain what torch.distributed.barrier does

Company: OpenAI

Role: Machine Learning Engineer

Category: Software Engineering Fundamentals

Difficulty: hard

Interview Round: Onsite

## Question In PyTorch distributed training, what does `torch.distributed.barrier()` do? ## Follow-ups - Give an example of when you would use it. - What are the risks of calling it incorrectly? - How does it relate to deadlocks and performance?

Quick Answer: This question evaluates understanding of PyTorch distributed synchronization primitives, process coordination, and concurrency control in distributed training workflows.

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OpenAI
Dec 15, 2025, 12:00 AM
Machine Learning Engineer
Onsite
Software Engineering Fundamentals
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Question

In PyTorch distributed training, what does torch.distributed.barrier() do?

Follow-ups

  • Give an example of when you would use it.
  • What are the risks of calling it incorrectly?
  • How does it relate to deadlocks and performance?

Solution

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