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 `ThunderModule` models
- PTL 2.2 specifically causes torchscript errors when loaded in any environment not containing PTL 2.2
- When calling trainer.test() train_dataloader is also validated, which makes no sense
- Log `TensorBoard` histograms
- Optimizer step based validation trigger
- Loading from a checkpoint does not work properly in distributed training
- `TensorBoardLogger` fails with remote FS (azure)
- Pydantic AttributeError when using LightningDataModule
- LightningCLI, WandbLogger and save_hyperparameters() inconsistencies
- `log_dir` contains both forward and backward slashes as path separator when using remote file location as `default_root_dir` on windows
- Docs
- Python not yet supported