Update PyTorch Performance guide to include torch compiler related optimizations
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 9.3k
- Forks
- 4.4k
- Avg merge
- 1d 21h
- Merged PRs (30d)
- 4
Description
The PyTorch Performance Tuning guide still contains details for TorchScript optimizations. Update for PT 2.x related optimizations including torch compiler and other PTD related recommendations
cc @eellison @suo @gmagogsfm @jamesr66a @williamwen42 @msaroufim @svekars @carljparker @ezyang @wconstab @bdhirsh @anijain2305 @zou3519
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 with the PyTorch Performance Tuning guide at pytorch.org/tutorials/recipes/recipes/tuning_guide.html and review which TorchScript optimization details are outdated for PT 2.x. Update the guide with torch compiler optimizations and the relevant PTD recommendations, with the existing guide accurately reflecting current performance guidance.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- pytorch
- Domain
- documentation, machine-learning, performance
- Issue type
- Documentation
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100