lucidrains / lucidrains/lambda-networks
LambdaResNet Implementation?
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- Dominant language
- Python
- Stars
- 1.5k
- Forks
- 155
- PR merge metrics
- No merged PRs in 30d
Description
I have been looking around and found [one implementation of LambdaResNets](https://github.com/leaderj1001/LambdaNetworks), although there seem to be some metric performance problems and I've found wall-clock performance problems (runs ~7x slower than normal resnets).
Do you plan on putting out a lambdaresnet model in this repository?
Contributor guide
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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
The issue names no repository files, tests, or entry points. Start by comparing the repository with the referenced LambdaNetworks implementation and locating how existing ResNet models are represented. Define the expected metric and wall-clock targets; done would be a LambdaResNet model added with its performance concerns addressed.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100