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
- Apply the ignore of the `save_hyperparameters` function to args
- Cannot run in SLURM Interactive Session
- SaveConfigCallback.save_config is conflict with DDP
- Trainer does not wait for neptune logger completion and logger connection stays open unless explicitly closed
- 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
- Docs
- Python not yet supported