推理占的显存不能释放吗,随着问题增多,显存溢出
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- Dominant language
- Python
- Stars
- 12.3k
- Forks
- 1.1k
- PR merge metrics
- No merged PRs in 30d
Description
3090卡在线推理,前面几个问题,推理时间虽然长点,能出结果,随着问题的增加,显存溢出,不是一个问题推理完后,显存自动释放吗,有好解决方案吗。
难道问的问题越多,显存占用越多,不释放,那不是再好的配置,随着问题的增多,显存越来越少。
Contributor guide
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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
No file, test, or entry point is identified in the report. First reproduce online inference on a 3090 while submitting increasingly many questions, then inspect the inference and memory-lifecycle paths to determine whether usage grows after completed requests. Done means the cause is identified and repeated inference no longer leads to GPU out-of-memory errors.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100