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
- Training stuck when running on Slurm with multiprocessing
- Support TorchEval
- Mixing the order of `--config` and `fit` in LightningCLI can cause confusion
- Modules with `nn.Parameter` not Converted by Lightning Mixed Precision
- Allow overriding the initial batch/step index, for when resuming training.
- Address FSDP + manual optimization
- neptune.ai logger produces lots of errors when logging "training/epoch"
- `self.all_gather` used in `on_training_epoch_end` reports `RuntimeError`
- LightningCLI cannot use strategy and accelerator class instances.
- LightningModule.train_dataloader not being called
- Docs
- Python not yet supported