Repository Issues
Lightning-AI/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
Issues
Open
Checkpoint do not save under multinode training mode when using Webdataset
bughelp wantedquestionrepro needed
No assignee yetHas a beginner-friendly labelContributing guide available
1 comment0 reactions0 assignees
Open
Leak RAM when training 8 core TPU
accelerator: tpubughelp wantedperformancerepro needed
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
3 comments0 reactions0 assignees
Open
Support all iterator modes for fit/validate/test/predict
data handlingfeaturehelp wantedpl
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
15 comments6 reactions0 assignees
Open
Change in logging frequency for automated logging
bughelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
3 comments0 reactions0 assignees
Open
`configure_optimizers` in LightningCLI doesn't work in distributed mode
featurehelp wantedlightningclistrategy: ddp
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
8 comments0 reactions0 assignees
Open
`self.log` raised error when number of dataloader is not consistent
bughelp wantedlogging
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
1 comment2 reactions0 assignees
Open
How to generalize the first dimension (often assigned to batch size) on ONNX production inference?
help wantedquestion
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
1 comment0 reactions0 assignees
Open
MLFlow logger with remote tracking fails with CLI
bughelp wantedlightningclilogger: mlflow
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
10 comments5 reactions0 assignees
Open
Update the docformatter pre-commit action
cigood first issue
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
7 comments0 reactions1 assignee
Open
torch.randn() + DDP + GANs are easy to get wrong with lightning
discussionfeaturehelp wantedreproducibility
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
3 comments2 reactions0 assignees
Open
Integrating pytorch XLA when using multiple GPUs
accelerator: cudafeaturehelp wantedstrategy: xla
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
13 comments4 reactions0 assignees
Open
ModelCheckpoint Callback state loader with missing dir
bughelp wantedlogger: neptunerepro needed
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
6 comments0 reactions0 assignees
Open
"MisconfigurationException: No supported gpu backend found!" with multi gpu training in jupyter notebooks
accelerator: cudabughelp wantedrepro needed
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
18 comments1 reaction0 assignees
Open
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
9 comments0 reactions0 assignees
Open
Redesign dataloader re-instantiation context managers for Lite
discussionfabrichelp wantedpriority: 2refactor
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
10 comments0 reactions1 assignee
Open
mixed precision with Deepspeed
bughelp wantedstrategy: deepspeed
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
6 comments1 reaction0 assignees
Open
When test, the printed log does not show the full text of the metrics, when named in Chinese
bughelp wantedloopstrainer: test
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
3 comments0 reactions1 assignee
Open
Come work with us at Lightning AI !!
help wanted
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
1 comment34 reactions1 assignee
Open
Loss does not decrease on single TPU
accelerator: tpubughelp wantedplrepro needed
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
20 comments0 reactions0 assignees
Open
Deadlock after training model with TPU VM 3.8 and while resuming training.
accelerator: tpubughelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
14 comments0 reactions0 assignees