pytorch-lightning
https://github.com/pytorchlightning/pytorch-lightning
Python
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
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- Issues
- Hparams should always be an AttributeDict
- Installing lightning changes my pytorch version from cuda118 to cpu
- Enable parallel logging for private logging servers with high latency
- How to debug in the training process
- Bug of SingleDeviceStrategy: incoherent device between accelerator and strategy when accelerator="auto"
- No action for key "ckpt_path" -> ckpt_path not available for linking
- Support for returning LRSchedulerConfig on LightningModule.configure_optimizers
- DDP + static graph can result in garbage data returned by `all_gather`
- Hanging with NeMo
- `CSVLogger` fails on remote FS on version `2.1.0`
- Docs
- Python not yet supported