Project-MONAI / Project-MONAI/MONAI
Low GPU utilization (<40%) with spleen bundle
Open
Nobody has claimed this yet.
enhancement
- Dominant language
- Python
- Stars
- 8.7k
- Forks
- 1.6k
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 20
Description
Training with spleen bundle results in low gpu utilization.
I was expected optimized code to have 75 or 80% gpu utilization
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 entry points are identified in the issue. Start by reproducing training with the spleen bundle while profiling GPU utilization, then determine whether the workload or implementation is limiting throughput. Done should include a documented cause and a verified utilization improvement against a clearly defined baseline.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning, performance
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100