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
- Unable to run custom sampler with custom arguments on TPU
- Call `datamodule.setup()` before linking arguments
- Strict warning about using optimizers manually would be needed in the docs
- Deepspeed stage 3 crashing with student + teacher
- RuntimeError: Only Tensors created explicitly by the user (graph leaves) support the deepcopy protocol at the moment
- Resume from checkpoint not working on multi-gpu instance
- Refactor the DeepSpeed strategy config management
- TPU related documentation updates
- Parameters and Gradient is not logged by WandB under FSDP strategy
- Simple CloudWatch logger
- Docs
- Python not yet supported