Support AWS inferentia
Open
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enhancement
- Dominant language
- Python
- Stars
- 1.9k
- Forks
- 323
- Avg merge
- 1d 12h
- Merged PRs (30d)
- 12
Description
New hardware support: AWS has their own chip for AI, inferentia:https://aws.amazon.com/ai/machine-learning/inferentia/
we'd like to measure its energy consumption during inference, and use carbontracker for that.
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 reading the AWS Inferentia page linked in the issue and locating the existing hardware energy-measurement entry points in the project. Determine how CarbonTracker should measure inference energy on Inferentia; done means supported inference measurements are available and covered by the project's relevant tests.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, python
- Domain
- machine-learning, performance
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100