DALI support
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needs discussion
- Dominant language
- Python
- Stars
- 17.9k
- Forks
- 7.3k
- Avg merge
- 1d 15h
- Merged PRs (30d)
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Description
Hi, any plan to integrate DALI (https://docs.nvidia.com/deeplearning/sdk/dali-developer-guide/docs/index.html) to torchvision for faster preprocessing? I found chainer tries to integrate it (https://github.com/chainer/chainer/pull/5067).
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 NVIDIA DALI developer guide and the linked Chainer pull request, then inspect torchvision's existing preprocessing surface. The issue names no target files, tests, or acceptance criteria, so completion would require an agreed integration scope and validation plan.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- computer-vision, performance
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100