Explain what torch.distributed.barrier does

Read the full interview experience this question came from →

Quick Overview

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

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?

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

Read the full OpenAI Machine Learning Engineer interview experience this question came from

|Home/Software Engineering Fundamentals/OpenAI
OpenAI logo
OpenAI
Dec 15, 2025
hardMachine Learning EngineerOnsiteSoftware Engineering Fundamentals
15
0

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?
Loading comments...