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
- WandbLogger crashes when used with TPU VM
- Using `pyg` sampler causes lightning to skip validation step
- RuntimeError: CUDA error: unspecified launch failure
- Variable length number of batches is not supported
- 2x slower training speed with FSDP when switching from lightning 1.9 to 2.0
- `EarlyStopping` monitor `min_delta` by percentage
- Add Hooks for Dataloader Beginning and End
- Lightning CLI StopIteration
- self.log(.., on_epoch=True) runs extremely slow
- Using a non-named parameter for DataLoader initialization results in an error when using a LightningDataModule
- Docs
- Python not yet supported