[torchao] finalize affine quant primitives
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- Python
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Description
🚀 The feature, motivation and pitch
torchao is planning on changing signatures of quant primitives. We need stability guarantees on these before we start onboarding backends to these new APIs.
Alternatives
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Additional context
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RFC (Optional)
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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 torchao's quant primitives and the planned signature changes described in the issue. Identify the stability guarantees required before backends can be onboarded; done means the new APIs have finalized signatures and agreed stability guarantees.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- backend-api-design, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100