deepspeedai / deepspeedai/DeepSpeed
Is "Hierarchical All-to-all" feat available in current version?
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 43.1k
- Forks
- 5k
- Avg merge
- 4d 15h
- Merged PRs (30d)
- 112
Description
According to https://arxiv.org/pdf/2201.05596, we are very interested on "Hierarchical All-to-all" and think this is an amazing feature. But after reading source code, we could not find any part related to this. I found that team said that they did not have a ETA for this in https://github.com/microsoft/DeepSpeed/issues/2039, will this be supported in the future?
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
Start by reviewing the current source code for distributed communication and the discussion in issue #2039, then compare it with the hierarchical all-to-all design described in the linked paper. The issue is complete only when current support or a concrete implementation path and scope are established.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- distributed-systems, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100