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
- Support Apache TVM export
- Add `CheckpointIO` classes to split checkpoints
- Enable Hyperparameter logging from any hook in the LightningModule
- Non-functioning gradient clipping repeatably leads to exploding gradients
- DeepSpeed breaks learning rate scheduler checkpointing
- 🚀 Add FLOPs count to model summary
- Add advanced DDP tutorial
- Memory blows up when training large models on all TPU cores
- Whether clarification/documentation/redesign is needed for customizing LightningCLI subcommands
- Add a docs peformance section
- Docs
- Python not yet supported