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
- Please allow different batch sizes per gpu in ddp
- Fix LR scheduler behaviour with AMP
- `configure_optimizers` in LightningCLI doesn't work in distributed mode
- Runtime events with support for custom handlers
- A100 GPU MIG feature support for trainer
- Label tracking meta-issue (edit me to get automatically CC'ed on issues!)
- Remove 401 by use __all__
- Memory blows up when training large models on all TPU cores
- Multiple GPU per node could fail silently with KubeflowEnvironment
- Add Layer Logger
- Docs
- Python not yet supported