huggingface / huggingface/sentence-transformers
How to use multi GPU in training
Open
- Dominant language
- Python
- Stars
- 19.1k
- Forks
- 2.9k
- Avg merge
- 1d 19h
- Merged PRs (30d)
- 61
Description
Hi, I have four GPUs of 1080ti. I have tried to use multi gpu for training. But it doesn't work. It can read four four gpus but only one be used.
Do I need to do any change of the code?
Thanks!
Contributor guide
No contributing guide indexed for this repository
Research direction
No files, tests, or training entry points are named. Start by reproducing training with the four GPUs and trace the project’s multi-GPU training path to determine why only one device is used. Done means training demonstrably uses all four GPUs, with a documented reproduction or verification.
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