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
- Restoring Trainer State with Early Stop fails
- Allow `extra_epochs` flag in `Trainer.fit` to control finetuning time
- Allow to specify the value of the `trainer/global_step` metric on W&B during validation
- Support Intel Arc
- Support all iterator modes for fit/validate/test/predict
- Cannot open docs & forum on official site
- Allow obtaining num_nodes from ClusterEnvironment
- Non-functioning gradient clipping repeatably leads to exploding gradients
- Enable Hyperparameter logging from any hook in the LightningModule
- RFC: Remove `num_nodes` Trainer argument and infer world size from cluster environment directly
- Docs
- Python not yet supported