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
- Deprecate `prepare_data_per_node` and auto detect shared file-system
- ModelPruning and PyTorch Profiler incompatibility
- Add a docs peformance section
- Whether clarification/documentation/redesign is needed for customizing LightningCLI subcommands
- DeepSpeed breaks learning rate scheduler checkpointing
- Metrics and multiple validation/test dataloaders
- Strange Performance issues with PL + FFCV
- LayerNorm / BatchNorm fp16 behavior is different in Pytorch Native and Deepspeed
- MPS AMP Support
- When test, the printed log does not show the full text of the metrics, when named in Chinese
- Docs
- Python not yet supported