lightning
https://github.com/lightning-ai/lightning
Python
Deep learning framework to train, deploy, and ship AI products Lightning fast.
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- Issues
- support len(datamodule)
- KeyboardInterrupt Signal does not raise KeyboardInterrupt Error
- Validation takes place every N time
- HPC Resubmit resume on most recent epoch checkpoint
- SLURM training: training freezes when using `ddp` and torchdata
- PyTorch Lightning DDP crashes with unused parameters
- Easier change optimizer/learning rate instead of reading state_dict from checkpoint
- Checkpoints and loggers saving to different directories
- Debug mode for distributed problems
- LightningModule self.log add_dataloader_idx doesn't reduce properly the metric across dataloaders
- Docs
- Python not yet supported