spcl / spcl/serverless-benchmarks
Verification and ARM support for 411.image-recognition
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- Dominant language
- Python
- Stars
- 199
- Forks
- 105
- PR merge metrics
- No merged PRs in 30d
Description
Our PyTorch-based benchmark has been recently ported to support Python 3.12. We should verify that it runs on 3.13 and 3.14 on all platforms.
Furthermore, we should port dependencies to also run on ARM Lambda instances. Since PyPI packages for torch should have CPU-only wheels for ARM, we can try to use that. On x64, we use custom wheels because we don't want to ship the heavy CUDA bundle.
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
Locate the 411.image-recognition benchmark and its current Python 3.12 dependency and wheel configuration first. Run it on Python 3.13 and 3.14 across the supported platforms, then verify ARM Lambda dependencies use CPU-only PyTorch wheels while x64 retains its custom wheels.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, python, pytorch
- Domain
- cloud, machine-learning, performance
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 48/100