lightly-ai / lightly-ai/lightly
Rerun benchmarks on cifar10, imagenette and imagenet100
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enhancement
- Dominant language
- Python
- Stars
- 3.8k
- Forks
- 367
- Avg merge
- 3d 22h
- Merged PRs (30d)
- 5
Description
After merging #1325 we should rerun our benchmarks as the transforms changed for BYOL, BarlowTwins and TiCo.
We should also add TiCo benchmarks for cifar10 and Imagenet100.
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
No files, tests, or benchmark entry points are identified. Start by locating the benchmark configuration and the changes from #1325, then rerun BYOL, BarlowTwins, and TiCo on CIFAR-10, Imagenette, and ImageNet-100; done means the requested results are available and TiCo covers CIFAR-10 and ImageNet-100.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 30/100