deepspeedai / deepspeedai/DeepSpeed
Model Parallel Example
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- Dominant language
- Python
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Description
Is there an example on model parallelism we can follow, especially setting up the mpu? This is mostly for single machine, multi-gpu training, though we'd want to generalize it multi-machine training at some point 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
No file, test, or entry point is named; start by locating existing model-parallel and MPU examples in the repository. Done would be a documented single-machine, multi-GPU example, with any multi-machine generalization explicitly addressed.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- 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