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
- Callback hook for on_after_optimizer_step
- when using huggingface pretrained model with multi-gpu, model parameters were duplicate for every gpu in ram
- WandbLogger doesn't format config correctly
- Clarify the model checkpoint arguments
- `lr_finder` fails when called after training for 1 or more epochs
- Introduce `Logger.experiment_dir`
- AdvancedProfiler: ValueError: Attempting to stop recording an action (run_test_evaluation) which was never started.
- DDP with Hydra multirun doesn't work when dirpath in checkpoint callback is specified
- "MisconfigurationException: No supported gpu backend found!" with multi gpu training in jupyter notebooks
- ModelCheckpoint: save_top_k > 1 cannot recognize ordering of models from ckpt names
- Docs
- Python not yet supported