OpenImagingLab / OpenImagingLab/FlashVSR
Memory Overflow issue for High Dimension Video
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- Dominant language
- Python
- Stars
- 1.9k
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Description
Thanks for your contribution.
I was trying to inference_tiny for 1280*768(5s) video on A100(80G), it throws VRAM overflow issue.
It works well for low dimension videos.
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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 reproducing inference_tiny with the reported 1280*768, 5-second video on an A100 (80G), then compare its VRAM behavior with a low-dimension video. Trace the inference entry point and verify that high-dimension inference completes without a VRAM overflow.
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Assessment
- Tech stack
- python
- Domain
- computer-vision, performance
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100