deepspeedai / deepspeedai/DeepSpeed
Get full gradients in Deepspeed 0.6.0
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- Python
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Description
Hi,
Is there a way to obtain the full gradient in Deepspeed 0.6.0? This version does not have the safe_full_get_grad function which was introduced in later versions but I was wondering if there is a some other way to obtain the full gradients in DS 0.6.0.
Any information on this would be appreciated!
Thanks.
@ShadenSmith could you kindly help with this issue?
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 identified. Start by checking the DeepSpeed 0.6.0 gradient APIs and the later safe_full_get_grad addition; done means documenting a supported way to obtain full gradients or confirming that the capability is unavailable in that release.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- distributed-systems, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100