pytorch-lightning
https://github.com/pytorchlightning/pytorch-lightning
Python
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
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- Issues
- Loading checkpoint from CLI using SLURM doesn't use GPU even though it says it does
- self.manual_backward() makes all gradients gone
- Non-reproducible results with num_workers=0
- Stop after validation sanity checking.
- self.all_gather does not work on on_train_epoch_end
- Added support for flushing Comet experiment data to the Comet after saving a checkpoint.
- Add support for Comet experiment data flush after saving checkpoint into CometLogger
- Allow Using Specific Dataloaders in LightningCLI (Instead of a DataModule)
- `ModelCheckpoint` not saving best model
- Fabric run CLI cannot launch python module
- Docs
- Python not yet supported