deepspeedai / deepspeedai/DeepSpeed
[QUESTION] Hosting\Inferencing requirements
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- Dominant language
- Python
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Description
I see that the hardware calculator works only for estimating the resources for training. Is there a way to estimate hardware requirements for inferencing & hosting only?
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 locating the existing hardware calculator referenced in the issue and reviewing how it estimates training resources. Determine what inference-only and hosting requirements would need to be estimated; done would mean a clearly defined way to estimate those requirements, or documented confirmation that the calculator does not support them.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- infrastructure, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100