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
- 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
- Add support for ClearML logging
- Progress Bar prints many lines when validation_step is defined
- `TQDMProgressBar` refresh forces TPU to recompile compute graph
- Add a callback to loggers called after removing a checkpoint
- Differences in layer ordering causes errors when resuming from checkpoints
- Store logger experiment id in checkpoint to enable correct resuming of experiments
- MLFlow Logger Makes a New Run When Resuming from hpc Checkpoint
- Docs
- Python not yet supported