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
- Questions about loading a pre-trained model using lightnining CLI for continue training
- using deepspeed in pytorch lightning, a bug occurred : RuntimeError: Function ConvolutionBackward0 returned an invalid gradient at index 1
- Model does not update its weights
- ImportError: cannot import name '_TORCHMETRICS_GREATER_EQUAL_1_0_0' from 'pytorch_lightning.utilities.imports'
- fix: allow loading of nested states in `Fabric.load` [wip]
- KeyError：pytorch_lightning.utilities.argparse_utils
- added ignore for hyper params
- You really should make the access to optimizers and schedulers more comprehensible and more detailed.
- Stepwise LR scheduler
- Unexpected Behavior: `Fabric.load` operates out-of-place on nested states
- Docs
- Python not yet supported