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
- on_validation_epoch_end() invocation order
- Global step reset when restoring checkpoints with trainer.validate
- Cannot open docs & forum on official site
- Make `RichProgressBar` visible for both light and dark theme by default
- MLFlow Logger log_model parameter not working correctly when using multiple ModelCheckpoint
- Incompatibility with MLFlow 1.30
- SLURM training: training freezes when using `ddp` and torchdata
- when using huggingface pretrained model with multi-gpu, model parameters were duplicate for every gpu in ram
- `TensorBoardLogger` does not save logs correctly on GCS
- Differences in layer ordering causes errors when resuming from checkpoints
- Docs
- Python not yet supported