Is it possible to extract features using 11GB GPU?
Open
- Dominant language
- Python
- Stars
- 799
- Forks
- 111
- PR merge metrics
- No merged PRs in 30d
Description
Now, the process reports `F0625 08:25:59.166216 119 syncedmem.cpp:71] Check failed: error == cudaSuccess (2 vs. 0) out of memory` on my 11GB 2080ti. But that's all we have.
Contributor guide
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Research direction
Start by reproducing feature extraction on the reported 11GB 2080 Ti and inspect the out-of-memory failure at syncedmem.cpp:71. Determine whether extraction can complete within that GPU limit; done would mean a confirmed workable configuration or a clearly documented limitation.
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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