deepspeedai / deepspeedai/DeepSpeed
How to run DeepSpeed inside mpirun-ed singularity containers on multiple nodes
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- Dominant language
- Python
- Stars
- 43.1k
- Forks
- 5k
- Avg merge
- 4d 15h
- Merged PRs (30d)
- 112
Description
I'm trying to use DeepSpeed on our clusters, where singularity containers are run on each machine, with 8 cards installed. No Kubernetes are available. All containers are launched using mpirun. What's the proper way/cmd to use in order to run such a usecase?
Contributor guide
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
The issue mentions DeepSpeed running under mpirun in Singularity containers across multiple nodes with eight cards per machine, and names no files or tests. Start by locating the project's documented distributed-launch entry points and determine whether they cover this setup; done means a reproducible documented command or a clear statement that it is unsupported.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- devops, distributed-systems, machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100