lllyasviel / lllyasviel/ControlNet
Stuck during multi-machine multi-GPU training
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- Dominant language
- Python
- Stars
- 34.1k
- Forks
- 3k
- PR merge metrics
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Description
Stuck during multi-machine multi-GPU training
initializing distributed: GLOBAL_RANK: 0, MEMBER: 1/16
Can you help analyze what might be the reason?Thank @lllyasviel
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the reported distributed initialization log and the configuration for the 16-member, multi-machine, multi-GPU run. Reproduce the stall if possible and determine whether initialization completes; document the cause and a verified resolution or the additional diagnostics needed.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- distributed-systems, machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100