NVIDIA-Merlin / NVIDIA-Merlin/Merlin
[RMP] Reduced Precision Support
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Nobody has claimed this yet.
roadmap
- Dominant language
- Python
- Stars
- 907
- Forks
- 129
- PR merge metrics
- No merged PRs in 30d
Description
Reduced Precision Support
- Sparse Row-wise Optimizers (Facebook Research DLRM)
- Reduced Precision Optimizers
- Reduced Embedding Precision
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 surveying the Python codebase for the optimizer and embedding implementations related to the three checklist items: sparse row-wise optimizers, reduced precision optimizers, and reduced embedding precision. Determine the intended scope and relevant tests before taking on one item; done should mean the selected support is implemented and covered by tests.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100